DataFrame
NO COMPARISON TARGET
75757
ROWS
0
DUPLICATES
53.0 MB
RAM
64
FEATURES
7
CATEGORICAL
57
NUMERICAL
0
TEXT
2.1.4
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
Year_Factor
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
2
State_Factor
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
3
building_class
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
4
facility_type
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
60
(<1%)
5
floor_area
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
20,433
(27%)
ZEROES:
---
MAX
6.4M
95%
0.5M
Q3
0.2M
AVG
0.2M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
6.4M
IQR
104k
STD
247k
VAR
60.9B
KURT.
80.1
SKEW
6.61
SUM
12.6B
6
year_built
VALUES:
73,920
(98%)
MISSING:
1,837
(2%)
DISTINCT:
180
(<1%)
ZEROES:
6
(<1%)
MAX
2,015
95%
2,007
Q3
1,977
AVG
1,952
MEDIAN
1,951
Q1
1,927
5%
1,906
MIN
0
RANGE
2,015
IQR
50.0
STD
37.1
VAR
1,373
KURT.
625
SKEW
-11.9
SUM
144.3M
7
energy_star_rating
VALUES:
49,048
(65%)
MISSING:
26,709
(35%)
DISTINCT:
101
(<1%)
ZEROES:
1
(<1%)
MAX
100
95%
99
Q3
85
MEDIAN
67
AVG
61
Q1
40
5%
6
MIN
0
RANGE
100
IQR
45.0
STD
28.7
VAR
822
KURT.
-0.839
SKEW
-0.528
SUM
3.0M
8
ELEVATION
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
193
(<1%)
ZEROES:
---
MAX
1,924
95%
198
Q3
43
AVG
40
MEDIAN
25
Q1
12
5%
3
MIN
-6
RANGE
1,931
IQR
30.8
STD
60.7
VAR
3,679
KURT.
133
SKEW
7.10
SUM
3.0M
9
january_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
59
(<1%)
ZEROES:
1
(<1%)
MAX
49.0
95%
28.0
Q3
13.0
AVG
11.4
MEDIAN
11.0
Q1
6.0
5%
-2.0
MIN
-19.0
RANGE
68.0
IQR
7.00
STD
9.38
VAR
88.0
KURT.
1.53
SKEW
1.00
SUM
866k
10
january_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
165
(<1%)
ZEROES:
---
MAX
64.8
95%
49.7
Q3
37.3
MEDIAN
34.5
AVG
34.3
Q1
29.8
5%
25.2
MIN
10.8
RANGE
54.0
IQR
7.49
STD
7.00
VAR
48.9
KURT.
1.20
SKEW
0.977
SUM
2.6M
11
january_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
49
(<1%)
ZEROES:
---
MAX
91.0
95%
68.0
Q3
62.0
AVG
59.1
MEDIAN
59.0
Q1
56.0
5%
49.0
MIN
42.0
RANGE
49.0
IQR
6.00
STD
5.36
VAR
28.7
KURT.
3.58
SKEW
0.517
SUM
4.5M
12
february_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
53
(<1%)
ZEROES:
---
MAX
48.0
95%
34.0
Q3
20.0
AVG
11.7
MEDIAN
9.0
Q1
2.0
5%
-1.0
MIN
-13.0
RANGE
61.0
IQR
18.0
STD
12.6
VAR
158
KURT.
-0.381
SKEW
0.623
SUM
888k
13
february_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
168
(<1%)
ZEROES:
---
MAX
65.1
95%
51.7
Q3
40.9
AVG
35.5
MEDIAN
34.1
Q1
31.6
5%
23.9
MIN
13.2
RANGE
51.9
IQR
9.25
STD
8.87
VAR
78.6
KURT.
0.116
SKEW
0.281
SUM
2.7M
14
february_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
43
(<1%)
ZEROES:
---
MAX
89.0
95%
71.0
Q3
62.0
MEDIAN
61.0
AVG
58.5
Q1
55.0
5%
43.0
MIN
38.0
RANGE
51.0
IQR
7.00
STD
8.41
VAR
70.8
KURT.
0.005
SKEW
-0.386
SUM
4.4M
15
march_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
54
(<1%)
ZEROES:
1,060
(1%)
MAX
52.0
95%
37.0
Q3
27.0
MEDIAN
25.0
AVG
21.6
Q1
13.0
5%
7.0
MIN
-9.0
RANGE
61.0
IQR
14.0
STD
10.0
VAR
100
KURT.
0.139
SKEW
0.018
SUM
1.6M
16
march_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
166
(<1%)
ZEROES:
---
MAX
69.8
95%
56.0
Q3
49.4
MEDIAN
44.5
AVG
44.5
Q1
38.1
5%
37.7
MIN
25.9
RANGE
43.9
IQR
11.3
STD
6.66
VAR
44.3
KURT.
-0.764
SKEW
0.345
SUM
3.4M
17
march_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
42
(<1%)
ZEROES:
---
MAX
95.0
95%
79.0
Q3
78.0
MEDIAN
71.0
AVG
70.9
Q1
62.0
5%
59.0
MIN
53.0
RANGE
42.0
IQR
16.0
STD
7.68
VAR
59.0
KURT.
-1.33
SKEW
-0.156
SUM
5.4M
18
april_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
52.0
95%
40.0
Q3
37.0
AVG
32.0
MEDIAN
32.0
Q1
26.0
5%
24.0
MIN
15.0
RANGE
37.0
IQR
11.0
STD
5.58
VAR
31.1
KURT.
0.158
SKEW
0.308
SUM
2.4M
19
april_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
164
(<1%)
ZEROES:
---
MAX
74.5
95%
60.1
Q3
54.8
AVG
53.8
MEDIAN
53.3
Q1
52.3
5%
49.4
MIN
40.3
RANGE
34.2
IQR
2.43
STD
2.50
VAR
6.25
KURT.
3.46
SKEW
0.935
SUM
4.1M
20
april_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
---
MAX
104.0
95%
90.0
Q3
87.0
AVG
82.7
MEDIAN
82.0
Q1
80.0
5%
77.0
MIN
62.0
RANGE
42.0
IQR
7.00
STD
4.10
VAR
16.8
KURT.
-0.720
SKEW
0.465
SUM
6.3M
21
may_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
35
(<1%)
ZEROES:
---
MAX
58.0
95%
49.0
Q3
49.0
MEDIAN
45.0
AVG
44.7
Q1
42.0
5%
37.0
MIN
23.0
RANGE
35.0
IQR
7.00
STD
4.20
VAR
17.6
KURT.
-0.089
SKEW
-0.625
SUM
3.4M
22
may_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
165
(<1%)
ZEROES:
---
MAX
82.1
95%
68.5
Q3
65.1
AVG
63.7
MEDIAN
62.9
Q1
62.8
5%
59.1
MIN
47.0
RANGE
35.2
IQR
2.31
STD
2.79
VAR
7.80
KURT.
0.162
SKEW
0.309
SUM
4.8M
23
may_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
---
MAX
112.0
95%
92.0
Q3
91.0
MEDIAN
89.0
AVG
89.0
Q1
88.0
5%
84.0
MIN
64.0
RANGE
48.0
IQR
3.00
STD
2.86
VAR
8.21
KURT.
2.55
SKEW
-0.488
SUM
6.7M
24
june_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
68.0
95%
56.0
Q3
53.0
MEDIAN
52.0
AVG
51.1
Q1
50.0
5%
44.0
MIN
30.0
RANGE
38.0
IQR
3.00
STD
3.42
VAR
11.7
KURT.
1.29
SKEW
-0.958
SUM
3.9M
25
june_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
162
(<1%)
ZEROES:
---
MAX
89.5
95%
74.5
Q3
72.5
MEDIAN
72.2
AVG
71.1
Q1
71.0
5%
63.6
MIN
54.1
RANGE
35.4
IQR
1.47
STD
2.86
VAR
8.19
KURT.
2.44
SKEW
-1.54
SUM
5.4M
26
june_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
43
(<1%)
ZEROES:
---
MAX
119.0
95%
97.0
Q3
94.0
AVG
91.4
MEDIAN
90.0
Q1
89.0
5%
88.0
MIN
67.0
RANGE
52.0
IQR
5.00
STD
3.60
VAR
13.0
KURT.
4.81
SKEW
1.67
SUM
6.9M
27
july_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
---
MAX
74.0
95%
64.0
Q3
63.0
MEDIAN
63.0
AVG
60.6
Q1
57.0
5%
53.0
MIN
37.0
RANGE
37.0
IQR
6.00
STD
4.18
VAR
17.4
KURT.
0.006
SKEW
-1.16
SUM
4.6M
28
july_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
161
(<1%)
ZEROES:
---
MAX
94.4
95%
79.8
Q3
78.8
MEDIAN
78.7
AVG
76.6
Q1
76.1
5%
67.0
MIN
54.8
RANGE
39.6
IQR
2.65
STD
4.09
VAR
16.7
KURT.
2.24
SKEW
-1.72
SUM
5.8M
29
july_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
41
(<1%)
ZEROES:
---
MAX
117.0
95%
100.0
Q3
98.0
MEDIAN
96.0
AVG
95.5
Q1
95.0
5%
87.0
MIN
65.0
RANGE
52.0
IQR
3.00
STD
4.16
VAR
17.3
KURT.
1.96
SKEW
-0.815
SUM
7.2M
30
august_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
---
MAX
77.0
95%
63.0
Q3
61.0
MEDIAN
61.0
AVG
58.5
Q1
57.0
5%
51.0
MIN
31.0
RANGE
46.0
IQR
4.00
STD
4.44
VAR
19.7
KURT.
1.93
SKEW
-1.46
SUM
4.4M
31
august_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
167
(<1%)
ZEROES:
---
MAX
94.9
95%
79.2
Q3
79.0
MEDIAN
75.7
AVG
75.3
Q1
74.5
5%
68.4
MIN
56.7
RANGE
38.2
IQR
4.45
STD
3.82
VAR
14.6
KURT.
0.801
SKEW
-1.06
SUM
5.7M
32
august_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
42
(<1%)
ZEROES:
---
MAX
116.0
95%
98.0
Q3
95.0
AVG
92.6
MEDIAN
91.0
Q1
90.0
5%
89.0
MIN
66.0
RANGE
50.0
IQR
5.00
STD
4.14
VAR
17.1
KURT.
3.66
SKEW
-0.639
SUM
7.0M
33
september_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
65.0
95%
56.0
Q3
54.0
MEDIAN
52.0
AVG
50.8
Q1
47.0
5%
44.0
MIN
26.0
RANGE
39.0
IQR
7.00
STD
4.29
VAR
18.4
KURT.
-0.407
SKEW
-0.706
SUM
3.8M
34
september_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
165
(<1%)
ZEROES:
---
MAX
90.1
95%
74.5
Q3
71.8
MEDIAN
69.7
AVG
69.6
Q1
68.2
5%
61.4
MIN
53.6
RANGE
36.5
IQR
3.60
STD
3.60
VAR
13.0
KURT.
0.946
SKEW
-0.881
SUM
5.3M
35
september_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
---
MAX
111.0
95%
97.0
Q3
96.0
AVG
92.2
MEDIAN
92.0
Q1
91.0
5%
80.0
MIN
64.0
RANGE
47.0
IQR
5.00
STD
5.01
VAR
25.1
KURT.
1.67
SKEW
-1.04
SUM
7.0M
36
october_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
---
MAX
61.0
95%
46.0
Q3
40.0
AVG
38.2
MEDIAN
38.0
Q1
35.0
5%
29.0
MIN
18.0
RANGE
43.0
IQR
5.00
STD
5.09
VAR
25.9
KURT.
2.10
SKEW
0.177
SUM
2.9M
37
october_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
168
(<1%)
ZEROES:
---
MAX
80.7
95%
63.4
Q3
59.6
MEDIAN
58.8
AVG
58.7
Q1
58.0
5%
55.4
MIN
44.7
RANGE
36.0
IQR
1.58
STD
2.64
VAR
6.98
KURT.
6.84
SKEW
1.49
SUM
4.4M
38
october_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
108.0
95%
86.0
Q3
85.0
AVG
81.1
MEDIAN
80.0
Q1
78.0
5%
74.0
MIN
59.0
RANGE
49.0
IQR
7.00
STD
5.58
VAR
31.1
KURT.
1.34
SKEW
0.310
SUM
6.1M
39
november_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
44
(<1%)
ZEROES:
---
MAX
52.0
95%
40.0
Q3
34.0
MEDIAN
31.0
AVG
28.6
Q1
23.0
5%
19.0
MIN
4.0
RANGE
48.0
IQR
11.0
STD
7.15
VAR
51.2
KURT.
0.073
SKEW
-0.169
SUM
2.2M
40
november_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
160
(<1%)
ZEROES:
---
MAX
67.4
95%
53.8
Q3
51.3
AVG
48.1
MEDIAN
47.1
Q1
45.2
5%
43.9
MIN
30.8
RANGE
36.6
IQR
6.09
STD
4.09
VAR
16.8
KURT.
0.491
SKEW
0.561
SUM
3.6M
41
november_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
38
(<1%)
ZEROES:
---
MAX
96.0
95%
79.0
Q3
74.0
MEDIAN
72.0
AVG
71.2
Q1
69.0
5%
66.0
MIN
53.0
RANGE
43.0
IQR
5.00
STD
4.37
VAR
19.1
KURT.
2.29
SKEW
-0.269
SUM
5.4M
42
december_min_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
43
(<1%)
ZEROES:
---
MAX
44.0
95%
34.0
Q3
28.0
MEDIAN
24.0
AVG
22.7
Q1
17.0
5%
12.0
MIN
-16.0
RANGE
60.0
IQR
11.0
STD
9.01
VAR
81.3
KURT.
3.31
SKEW
-1.21
SUM
1.7M
43
december_avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
163
(<1%)
ZEROES:
---
MAX
61.8
95%
50.8
Q3
43.4
AVG
41.6
MEDIAN
40.5
Q1
38.5
5%
35.1
MIN
23.8
RANGE
38.0
IQR
4.90
STD
5.87
VAR
34.4
KURT.
1.34
SKEW
-0.009
SUM
3.2M
44
december_max_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
---
MAX
86.0
95%
72.0
Q3
71.0
MEDIAN
65.0
AVG
64.5
Q1
60.0
5%
54.0
MIN
42.0
RANGE
44.0
IQR
11.0
STD
6.05
VAR
36.7
KURT.
-0.490
SKEW
-0.281
SUM
4.9M
45
cooling_degree_days
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
162
(<1%)
ZEROES:
1
(<1%)
MAX
4,948
95%
1,581
Q3
1,489
MEDIAN
1,277
AVG
1,202
Q1
1,128
5%
260
MIN
0
RANGE
4,948
IQR
361
STD
392
VAR
153k
KURT.
1.62
SKEW
-1.21
SUM
91.1M
46
heating_degree_days
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
170
(<1%)
ZEROES:
---
MAX
7,929
95%
5,436
Q3
4,670
MEDIAN
4,337
AVG
4,325
Q1
3,978
5%
2,439
MIN
398
RANGE
7,531
IQR
692
STD
824
VAR
680k
KURT.
3.88
SKEW
-1.13
SUM
327.6M
47
precipitation_inches
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
171
(<1%)
ZEROES:
2
(<1%)
MAX
108
95%
54
Q3
46
AVG
42
MEDIAN
42
Q1
39
5%
21
MIN
0
RANGE
108
IQR
6.97
STD
10.6
VAR
112
KURT.
4.73
SKEW
-0.906
SUM
3.2M
48
snowfall_inches
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
71
(<1%)
ZEROES:
8,726
(12%)
MAX
127
95%
50
Q3
49
MEDIAN
32
AVG
29
Q1
10
5%
0
MIN
0
RANGE
127
IQR
39.5
STD
17.8
VAR
317
KURT.
-1.17
SKEW
-0.382
SUM
2.2M
49
snowdepth_inches
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
60
(<1%)
ZEROES:
8,740
(12%)
MAX
1,292
95%
463
Q3
377
AVG
165
MEDIAN
101
Q1
10
5%
0
MIN
0
RANGE
1,292
IQR
367
STD
175
VAR
30,722
KURT.
-1.16
SKEW
0.733
SUM
12.5M
50
avg_temp
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
173
(<1%)
ZEROES:
---
MAX
77.2
95%
59.6
Q3
57.2
MEDIAN
56.8
AVG
56.2
Q1
55.1
5%
53.1
MIN
44.5
RANGE
32.7
IQR
2.07
STD
2.24
VAR
5.03
KURT.
5.16
SKEW
0.341
SUM
4.3M
51
days_below_30F
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
82
(<1%)
ZEROES:
2,678
(4%)
MAX
170
95%
96
Q3
66
MEDIAN
50
AVG
49
Q1
22
5%
4
MIN
0
RANGE
170
IQR
44.0
STD
27.6
VAR
761
KURT.
-0.250
SKEW
0.140
SUM
3.7M
52
days_below_20F
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
38
(<1%)
ZEROES:
11,228
(15%)
MAX
93.0
95%
42.0
Q3
26.0
AVG
17.4
MEDIAN
11.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
93.0
IQR
21.0
STD
14.5
VAR
209
KURT.
0.660
SKEW
0.901
SUM
1.3M
53
days_below_10F
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
30,625
(40%)
MAX
59.0
95%
19.0
Q3
7.0
AVG
4.9
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
59.0
IQR
7.00
STD
7.07
VAR
50.0
KURT.
6.30
SKEW
2.30
SUM
370k
54
days_below_0F
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
57,405
(76%)
MAX
31.0
95%
6.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
2.89
VAR
8.38
KURT.
24.9
SKEW
4.74
SUM
66,421
55
days_above_80F
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
110
(<1%)
ZEROES:
8
(<1%)
MAX
260
95%
113
Q3
97
MEDIAN
84
AVG
83
Q1
72
5%
25
MIN
0
RANGE
260
IQR
25.0
STD
25.3
VAR
639
KURT.
1.24
SKEW
-0.629
SUM
6.3M
56
days_above_90F
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
87
(<1%)
ZEROES:
471
(<1%)
MAX
185
95%
38
Q3
17
AVG
14
MEDIAN
12
Q1
6
5%
2
MIN
0
RANGE
185
IQR
11.0
STD
10.9
VAR
120
KURT.
22.5
SKEW
3.13
SUM
1.1M
57
days_above_100F
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
40
(<1%)
ZEROES:
71,692
(95%)
MAX
119
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
119
IQR
0.00
STD
2.25
VAR
5.07
KURT.
957
SKEW
23.5
SUM
21,177
58
days_above_110F
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
59
direction_max_wind_speed
VALUES:
34,675
(46%)
MISSING:
41,082
(54%)
DISTINCT:
10
(<1%)
60
direction_peak_wind_speed
VALUES:
33,946
(45%)
MISSING:
41,811
(55%)
DISTINCT:
8
(<1%)
61
max_wind_speed
VALUES:
34,675
(46%)
MISSING:
41,082
(54%)
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
23.3
95%
18.3
Q3
1.0
AVG
4.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
22.3
IQR
0.00
STD
6.46
VAR
41.7
KURT.
0.643
SKEW
1.59
SUM
145k
62
days_with_fog
VALUES:
29,961
(40%)
MISSING:
45,796
(60%)
DISTINCT:
42
(<1%)
ZEROES:
---
MAX
311
95%
261
Q3
131
AVG
109
MEDIAN
104
Q1
88
5%
12
MIN
12
RANGE
299
IQR
43.0
STD
50.7
VAR
2,570
KURT.
3.41
SKEW
1.20
SUM
3.3M
63
site_eui
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
61,080
(81%)
ZEROES:
---
MAX
998
95%
162
Q3
97
AVG
83
MEDIAN
75
Q1
55
5%
20
MIN
1
RANGE
997
IQR
42.7
STD
58.3
VAR
3,394
KURT.
43.4
SKEW
4.74
SUM
6.3M
64
id
VALUES:
75,757
(100%)
MISSING:
---
DISTINCT:
75,757
(100%)
ZEROES:
1
(<1%)
MAX
75,756
95%
71,968
Q3
56,817
MEDIAN
37,878
AVG
37,878
Q1
18,939
5%
3,788
MIN
0
RANGE
75,756
IQR
37,878
STD
21,869
VAR
478.3M
KURT.
-1.20
SKEW
0.00
SUM
2.9B
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Year_Factor
MISSING:
---
TOP CATEGORIES
6
22,449
30%
5
18,308
24%
4
12,946
17%
3
10,879
14%
2
9,058
12%
1
2,117
3%
ALL
75,757
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Year_Factor
PROVIDES INFORMATION ON...
direction_peak_wind_speed
0.31
direction_max_wind_speed
0.30
days_above_110F
0.16
State_Factor
0.10
facility_type
0.04
building_class
0.03

THESE FEATURES
GIVE INFORMATION
ON Year_Factor:
direction_max_wind_speed
0.19
direction_peak_wind_speed
0.19
State_Factor
0.07
facility_type
0.05
building_class
0.01
days_above_110F
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
CORRELATION RATIO WITH...
march_max_temp
0.79
december_max_temp
0.75
snowdepth_inches
0.70
december_avg_temp
0.69
april_max_temp
0.66
december_min_temp
0.65
may_min_temp
0.65
march_avg_temp
0.64
february_max_temp
0.64
may_max_temp
0.62
july_max_temp
0.61
march_min_temp
0.58
may_avg_temp
0.57
days_below_20F
0.56
State_Factor
MISSING:
---
TOP CATEGORIES
State_6
50,840
67%
State_11
6,412
8%
State_1
5,618
7%
State_2
4,871
6%
State_4
4,300
6%
State_8
3,701
5%
State_10
15
<1%
ALL
75,757
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
State_Factor
PROVIDES INFORMATION ON...
days_above_110F
0.28
facility_type
0.19
building_class
0.16
direction_max_wind_speed
0.15
direction_peak_wind_speed
0.14
Year_Factor
0.07

THESE FEATURES
GIVE INFORMATION
ON State_Factor:
facility_type
0.32
direction_max_wind_speed
0.14
direction_peak_wind_speed
0.12
Year_Factor
0.10
building_class
0.09
days_above_110F
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
CORRELATION RATIO WITH...
january_min_temp
0.93
heating_degree_days
0.91
july_min_temp
0.91
january_avg_temp
0.90
april_avg_temp
0.87
july_avg_temp
0.86
august_min_temp
0.86
days_below_30F
0.86
days_below_0F
0.84
id
0.83
cooling_degree_days
0.82
february_min_temp
0.81
june_avg_temp
0.80
avg_temp
0.80
building_class
MISSING:
---
TOP CATEGORIES
Residential
43,558
57%
Commercial
32,199
43%
ALL
75,757
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
building_class
PROVIDES INFORMATION ON...
facility_type
0.34
State_Factor
0.09
days_above_110F
0.09
direction_max_wind_speed
0.02
direction_peak_wind_speed
0.02
Year_Factor
0.01

THESE FEATURES
GIVE INFORMATION
ON building_class:
facility_type
1.00
State_Factor
0.16
direction_max_wind_speed
0.04
Year_Factor
0.03
direction_peak_wind_speed
0.03
days_above_110F
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
building_class
CORRELATION RATIO WITH...
july_min_temp
0.33
august_min_temp
0.33
july_avg_temp
0.26
february_max_temp
0.25
august_avg_temp
0.24
cooling_degree_days
0.20
march_max_temp
0.19
september_min_temp
0.19
november_max_temp
0.18
may_min_temp
0.18
snowfall_inches
0.18
june_max_temp
0.18
october_max_temp
0.17
precipitation_inches
0.17
facility_type
MISSING:
---
TOP CATEGORIES
Multifamily_Uncategorized
39,455
52%
Office_Uncategorized
12,512
17%
Education_Other_classroom
3,860
5%
Lodging_Hotel
2,098
3%
2to4_Unit_Building
1,893
2%
Commercial_Other
1,744
2%
5plus_Unit_Building
1,273
2%
Warehouse_Nonrefrigerated
1,255
2%
Retail_Uncategorized
1,130
1%
Education_College_or_university
1,056
1%
Nursing_Home
772
1%
Education_Uncategorized
709
<1%
Mixed_Use_Commercial_and_Residential
672
<1%
Lodging_Dormitory_or_fraternity_sorority
669
<1%
Warehouse_Distribution_or_Shipping_center
604
<1%
Warehouse_Selfstorage
577
<1%
Grocery_store_or_food_market
448
<1%
(Other)
5,030
7%
ALL
75,757
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
facility_type
PROVIDES INFORMATION ON...
building_class
1.00
days_above_110F
0.50
State_Factor
0.32
direction_max_wind_speed
0.06
direction_peak_wind_speed
0.05
Year_Factor
0.05

THESE FEATURES
GIVE INFORMATION
ON facility_type:
building_class
0.34
State_Factor
0.19
Year_Factor
0.04
direction_max_wind_speed
0.03
direction_peak_wind_speed
0.03
days_above_110F
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
facility_type
CORRELATION RATIO WITH...
cooling_degree_days
0.60
september_max_temp
0.60
september_avg_temp
0.59
july_avg_temp
0.58
august_min_temp
0.56
year_built
0.55
august_avg_temp
0.55
july_min_temp
0.55
june_avg_temp
0.54
january_min_temp
0.53
february_min_temp
0.52
january_avg_temp
0.50
days_above_80F
0.49
snowfall_inches
0.48
floor_area
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
january_min_temp
-0.15
days_below_0F
0.14
days_below_10F
0.14
january_avg_temp
-0.14
days_below_30F
0.14
days_below_20F
0.14
heating_degree_days
0.13
march_min_temp
-0.12
february_avg_temp
-0.12
november_min_temp
-0.11
avg_temp
-0.11
february_min_temp
-0.11
january_max_temp
-0.10
october_min_temp
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
facility_type
0.30
State_Factor
0.17
building_class
0.13
Year_Factor
0.07
direction_max_wind_speed
0.04
direction_peak_wind_speed
0.03
days_above_110F
0.02
MOST FREQUENT VALUES
60000.0
264
0.3%
70000.0
213
0.3%
80000.0
176
0.2%
75000.0
173
0.2%
72000.0
173
0.2%
65000.0
165
0.2%
63000.0
159
0.2%
110000.0
152
0.2%
50000.0
147
0.2%
55000.0
141
0.2%
66000.0
138
0.2%
120000.0
133
0.2%
100000.0
129
0.2%
52000.0
121
0.2%
90000.0
120
0.2%
SMALLEST VALUES
943.0
1
<0.1%
960.0
1
<0.1%
1800.0
1
<0.1%
2200.0
2
<0.1%
2300.0
1
<0.1%
2350.0
1
<0.1%
2366.0
1
<0.1%
2395.0
1
<0.1%
2606.0
1
<0.1%
2700.0
5
<0.1%
2880.0
2
<0.1%
2904.0
1
<0.1%
2921.0
1
<0.1%
3000.0
1
<0.1%
3200.0
1
<0.1%
LARGEST VALUES
6385382.0
2
<0.1%
6353396.0
3
<0.1%
5634890.0
3
<0.1%
4687440.0
1
<0.1%
4570176.0
3
<0.1%
4483315.0
3
<0.1%
4131093.0
3
<0.1%
4101020.0
1
<0.1%
3889181.0
2
<0.1%
3825836.0
3
<0.1%
3636683.0
5
<0.1%
3276489.0
1
<0.1%
3193966.0
3
<0.1%
3032242.0
6
<0.1%
3015594.0
1
<0.1%
year_built
MISSING:
1,837
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
october_avg_temp
-0.13
september_min_temp
-0.12
avg_temp
-0.11
october_max_temp
-0.10
august_min_temp
-0.10
september_max_temp
-0.10
floor_area
0.10
may_min_temp
-0.10
july_min_temp
-0.09
september_avg_temp
-0.09
days_with_fog
0.08
june_min_temp
-0.08
january_max_temp
-0.08
may_avg_temp
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
facility_type
0.55
State_Factor
0.26
days_above_110F
0.18
Year_Factor
0.15
building_class
0.11
direction_max_wind_speed
0.11
direction_peak_wind_speed
0.09
MOST FREQUENT VALUES
1927.0
2,064
2.8%
1929.0
1,999
2.7%
1928.0
1,979
2.7%
1930.0
1,811
2.4%
1925.0
1,710
2.3%
1926.0
1,652
2.2%
1931.0
1,558
2.1%
1920.0
1,496
2.0%
1963.0
1,432
1.9%
1962.0
1,322
1.8%
1924.0
1,246
1.7%
1960.0
1,164
1.6%
1940.0
1,114
1.5%
1900.0
1,069
1.4%
1950.0
1,061
1.4%
SMALLEST VALUES
0.0
6
<0.1%
1600.0
6
<0.1%
1649.0
4
<0.1%
1732.0
1
<0.1%
1756.0
4
<0.1%
1789.0
3
<0.1%
1799.0
1
<0.1%
1800.0
6
<0.1%
1811.0
1
<0.1%
1815.0
1
<0.1%
1818.0
3
<0.1%
1827.0
4
<0.1%
1829.0
1
<0.1%
1833.0
1
<0.1%
1836.0
4
<0.1%
LARGEST VALUES
2015.0
111
0.2%
2014.0
269
0.4%
2013.0
398
0.5%
2012.0
353
0.5%
2011.0
279
0.4%
2010.0
485
0.7%
2009.0
736
1.0%
2008.0
825
1.1%
2007.0
877
1.2%
2006.0
815
1.1%
2005.0
690
0.9%
2004.0
574
0.8%
2003.0
580
0.8%
2002.0
568
0.8%
2001.0
608
0.8%
energy_star_rating
MISSING:
26,709
(35%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
site_eui
-0.51
january_avg_temp
0.15
january_min_temp
0.14
snowfall_inches
-0.14
february_avg_temp
0.14
march_avg_temp
0.14
march_min_temp
0.13
heating_degree_days
-0.13
days_below_30F
-0.13
february_min_temp
0.13
days_below_20F
-0.11
snowdepth_inches
-0.11
precipitation_inches
-0.11
july_avg_temp
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
facility_type
0.46
Year_Factor
0.39
State_Factor
0.16
building_class
0.15
direction_peak_wind_speed
0.13
direction_max_wind_speed
0.11
days_above_110F
0.03
MOST FREQUENT VALUES
100.0
1,946
4.0%
1.0
985
2.0%
79.0
782
1.6%
89.0
781
1.6%
84.0
781
1.6%
85.0
776
1.6%
83.0
773
1.6%
86.0
771
1.6%
82.0
770
1.6%
88.0
752
1.5%
80.0
747
1.5%
90.0
745
1.5%
91.0
742
1.5%
81.0
736
1.5%
87.0
726
1.5%
SMALLEST VALUES
0.0
1
<0.1%
1.0
985
2.0%
2.0
361
0.7%
3.0
311
0.6%
4.0
306
0.6%
5.0
278
0.6%
6.0
260
0.5%
7.0
266
0.5%
8.0
257
0.5%
9.0
283
0.6%
10.0
237
0.5%
11.0
247
0.5%
12.0
254
0.5%
13.0
271
0.6%
14.0
254
0.5%
LARGEST VALUES
100.0
1,946
4.0%
99.0
709
1.4%
98.0
651
1.3%
97.0
633
1.3%
96.0
634
1.3%
95.0
703
1.4%
94.0
693
1.4%
93.0
682
1.4%
92.0
715
1.5%
91.0
742
1.5%
90.0
745
1.5%
89.0
781
1.6%
88.0
752
1.5%
87.0
726
1.5%
86.0
771
1.6%
ELEVATION
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_below_0F
0.62
days_below_10F
0.56
days_with_fog
0.50
july_min_temp
-0.43
june_min_temp
-0.42
december_min_temp
-0.40
days_below_20F
0.40
august_min_temp
-0.37
january_max_temp
-0.35
avg_temp
-0.33
days_below_30F
0.31
may_min_temp
-0.30
november_min_temp
-0.29
march_min_temp
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.69
facility_type
0.30
direction_max_wind_speed
0.22
direction_peak_wind_speed
0.20
Year_Factor
0.16
building_class
0.16
days_above_110F
0.12
MOST FREQUENT VALUES
42.7
18,822
24.8%
3.4
12,004
15.8%
15.2
6,399
8.4%
18.3
4,520
6.0%
25.6
4,072
5.4%
3.0
3,796
5.0%
11.9
3,775
5.0%
21.3
2,316
3.1%
26.5
1,906
2.5%
25.0
1,622
2.1%
9.1
1,449
1.9%
45.7
1,381
1.8%
198.1
1,361
1.8%
205.7
935
1.2%
24.4
930
1.2%
SMALLEST VALUES
-6.4
2
<0.1%
1.8
62
<0.1%
2.1
1
<0.1%
2.4
902
1.2%
3.0
3,796
5.0%
3.4
12,004
15.8%
4.3
9
<0.1%
5.2
3
<0.1%
6.1
6
<0.1%
7.0
1
<0.1%
7.9
16
<0.1%
8.2
1
<0.1%
9.1
1,449
1.9%
10.7
312
0.4%
11.6
5
<0.1%
LARGEST VALUES
1924.5
7
<0.1%
1607.5
1
<0.1%
1478.3
1
<0.1%
1428.9
1
<0.1%
1380.7
1
<0.1%
1286.3
3
<0.1%
1254.6
2
<0.1%
958.6
4
<0.1%
932.7
4
<0.1%
926.3
3
<0.1%
825.7
5
<0.1%
813.5
1
<0.1%
796.1
3
<0.1%
771.8
4
<0.1%
769.2
4
<0.1%
january_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
january_avg_temp
0.97
heating_degree_days
-0.89
days_below_30F
-0.86
march_min_temp
0.86
february_avg_temp
0.86
february_min_temp
0.81
days_below_20F
-0.78
march_avg_temp
0.76
snowfall_inches
-0.75
april_min_temp
0.71
april_avg_temp
0.71
november_min_temp
0.68
january_max_temp
0.66
days_below_10F
-0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.93
facility_type
0.53
direction_max_wind_speed
0.25
direction_peak_wind_speed
0.25
Year_Factor
0.24
building_class
0.13
days_above_110F
0.04
MOST FREQUENT VALUES
11
22,729
30.0%
8
12,555
16.6%
4
10,090
13.3%
13
8,366
11.0%
28
6,401
8.4%
3
2,909
3.8%
-2
2,123
2.8%
6
1,770
2.3%
-8
1,059
1.4%
29
1,047
1.4%
37
1,040
1.4%
41
896
1.2%
22
724
1.0%
27
636
0.8%
15
527
0.7%
SMALLEST VALUES
-19
7
<0.1%
-18
18
<0.1%
-17
1
<0.1%
-16
208
0.3%
-10
113
0.1%
-9
285
0.4%
-8
1,059
1.4%
-7
1
<0.1%
-6
289
0.4%
-4
202
0.3%
-2
2,123
2.8%
-1
116
0.2%
0
1
<0.1%
1
1
<0.1%
2
48
<0.1%
LARGEST VALUES
49
19
<0.1%
47
1
<0.1%
46
11
<0.1%
45
9
<0.1%
43
9
<0.1%
42
44
<0.1%
41
896
1.2%
40
1
<0.1%
39
47
<0.1%
38
9
<0.1%
37
1,040
1.4%
36
486
0.6%
35
89
0.1%
34
2
<0.1%
33
7
<0.1%
january_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
january_min_temp
0.97
february_avg_temp
0.91
march_min_temp
0.91
heating_degree_days
-0.91
days_below_30F
-0.89
days_below_20F
-0.84
february_min_temp
0.83
march_avg_temp
0.82
snowfall_inches
-0.80
january_max_temp
0.75
april_avg_temp
0.72
april_min_temp
0.70
days_below_10F
-0.69
avg_temp
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.90
facility_type
0.50
Year_Factor
0.32
direction_max_wind_speed
0.26
direction_peak_wind_speed
0.25
building_class
0.13
days_above_110F
0.06
MOST FREQUENT VALUES
34.45161289999999
13,015
17.2%
29.85483871
10,144
13.4%
28.59677419
9,267
12.2%
37.32258065
8,362
11.0%
35.08064516
8,296
11.0%
43.45161289999999
3,200
4.2%
45.41935484
3,178
4.2%
25.16666667
2,121
2.8%
29.67741935
1,746
2.3%
29.96666667
1,558
2.1%
32.0
1,401
1.8%
28.29032258
1,370
1.8%
21.93548387
1,076
1.4%
51.38709677
1,041
1.4%
52.69354839
1,036
1.4%
SMALLEST VALUES
10.80645161
7
<0.1%
12.25806452
18
<0.1%
13.03225806
1
<0.1%
14.43548387
15
<0.1%
15.67741935
191
0.3%
19.96774194
1
<0.1%
20.30645161
2
<0.1%
20.40322581
186
0.2%
20.80645161
95
0.1%
21.38709677
1
<0.1%
21.40322581
99
0.1%
21.93548387
1,076
1.4%
22.5
289
0.4%
23.35
202
0.3%
24.01612903
844
1.1%
LARGEST VALUES
64.75806452
19
<0.1%
64.27419355
9
<0.1%
63.72580645
1
<0.1%
62.70967742
1
<0.1%
61.91935484
43
<0.1%
61.29032258
11
<0.1%
61.16129032
8
<0.1%
61.0
1
<0.1%
59.74193548
6
<0.1%
59.46774194
1
<0.1%
58.96774194
4
<0.1%
58.41935484
23
<0.1%
58.19354839
9
<0.1%
58.03225806
1
<0.1%
57.61290323
1
<0.1%
january_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
january_avg_temp
0.75
october_avg_temp
0.74
heating_degree_days
-0.73
march_min_temp
0.72
february_avg_temp
0.72
days_below_10F
-0.72
days_below_20F
-0.69
avg_temp
0.69
january_min_temp
0.66
february_min_temp
0.63
march_avg_temp
0.62
april_avg_temp
0.60
days_below_30F
-0.60
october_min_temp
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.75
Year_Factor
0.43
facility_type
0.34
direction_max_wind_speed
0.23
direction_peak_wind_speed
0.19
building_class
0.07
days_above_110F
0.07
MOST FREQUENT VALUES
59
14,385
19.0%
56
13,344
17.6%
62
12,470
16.5%
58
9,281
12.3%
61
8,608
11.4%
63
3,190
4.2%
49
2,402
3.2%
50
2,121
2.8%
53
1,746
2.3%
69
1,115
1.5%
77
1,079
1.4%
46
1,059
1.4%
73
914
1.2%
67
851
1.1%
65
723
1.0%
SMALLEST VALUES
42
99
0.1%
43
138
0.2%
44
186
0.2%
45
206
0.3%
46
1,059
1.4%
47
290
0.4%
48
224
0.3%
49
2,402
3.2%
50
2,121
2.8%
51
50
<0.1%
53
1,746
2.3%
54
27
<0.1%
55
2
<0.1%
56
13,344
17.6%
57
16
<0.1%
LARGEST VALUES
91
1
<0.1%
90
44
<0.1%
89
9
<0.1%
88
4
<0.1%
87
23
<0.1%
86
33
<0.1%
85
10
<0.1%
84
11
<0.1%
83
11
<0.1%
82
44
<0.1%
81
1
<0.1%
80
22
<0.1%
79
3
<0.1%
78
6
<0.1%
77
1,079
1.4%
february_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
april_min_temp
0.85
january_avg_temp
0.83
january_min_temp
0.81
february_avg_temp
0.80
snowfall_inches
-0.77
days_below_30F
-0.72
august_avg_temp
-0.71
march_min_temp
0.71
days_below_20F
-0.71
heating_degree_days
-0.70
september_avg_temp
-0.67
cooling_degree_days
-0.66
october_min_temp
0.65
days_above_80F
-0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.81
facility_type
0.52
Year_Factor
0.41
direction_max_wind_speed
0.24
direction_peak_wind_speed
0.24
building_class
0.13
days_above_110F
0.04
MOST FREQUENT VALUES
2
13,940
18.4%
-1
13,015
17.2%
9
9,267
12.2%
17
8,811
11.6%
20
8,368
11.0%
32
3,213
4.2%
34
3,204
4.2%
42
1,973
2.6%
15
1,746
2.3%
10
1,403
1.9%
13
1,375
1.8%
4
1,158
1.5%
36
1,096
1.4%
-13
1,062
1.4%
-5
844
1.1%
SMALLEST VALUES
-13
1,062
1.4%
-12
25
<0.1%
-11
1
<0.1%
-10
201
0.3%
-9
112
0.1%
-8
191
0.3%
-7
99
0.1%
-5
844
1.1%
-4
1
<0.1%
-2
68
<0.1%
-1
13,015
17.2%
1
289
0.4%
2
13,940
18.4%
3
202
0.3%
4
1,158
1.5%
LARGEST VALUES
48
11
<0.1%
46
28
<0.1%
44
17
<0.1%
42
1,973
2.6%
40
2
<0.1%
39
67
<0.1%
38
10
<0.1%
37
143
0.2%
36
1,096
1.4%
35
382
0.5%
34
3,204
4.2%
33
621
0.8%
32
3,213
4.2%
31
35
<0.1%
30
334
0.4%
february_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
january_avg_temp
0.91
march_min_temp
0.90
march_avg_temp
0.89
days_below_20F
-0.89
january_min_temp
0.86
days_below_30F
-0.85
february_max_temp
0.82
heating_degree_days
-0.82
february_min_temp
0.80
snowfall_inches
-0.79
snowdepth_inches
-0.72
january_max_temp
0.72
days_below_10F
-0.72
max_wind_speed
-0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.79
Year_Factor
0.48
facility_type
0.46
direction_max_wind_speed
0.39
direction_peak_wind_speed
0.37
building_class
0.15
days_above_110F
0.05
MOST FREQUENT VALUES
37.70689655
13,015
17.2%
23.94642857
10,144
13.4%
31.625
9,267
12.2%
40.87931034
8,362
11.0%
33.91071429
8,296
11.0%
47.67241379
3,197
4.2%
48.32142857
3,178
4.2%
29.71153846
2,121
2.8%
36.03571429
1,746
2.3%
25.01851852
1,558
2.1%
35.90740741
1,401
1.8%
34.10714286
1,370
1.8%
15.69642857
1,059
1.4%
56.80357143
1,041
1.4%
56.94827586
1,036
1.4%
SMALLEST VALUES
13.25
7
<0.1%
13.55357143
1
<0.1%
13.98214286
204
0.3%
14.08928571
1
<0.1%
14.23214286
17
<0.1%
14.28571429
95
0.1%
14.98148148
99
0.1%
15.35714286
15
<0.1%
15.69642857
1,059
1.4%
17.28571429
191
0.3%
18.91071429
844
1.1%
21.19642857
20
<0.1%
21.55357143
48
<0.1%
22.60714286
1
<0.1%
23.51785714
1
<0.1%
LARGEST VALUES
65.10714286
1
<0.1%
63.33928571
6
<0.1%
61.17857143
11
<0.1%
60.85714286
43
<0.1%
60.58928571
19
<0.1%
60.14285714
1
<0.1%
60.07142857
8
<0.1%
59.31034483
9
<0.1%
58.98214286
2
<0.1%
58.625
1
<0.1%
58.48214286
33
<0.1%
57.87931034
9
<0.1%
57.83928571
23
<0.1%
57.53571429
1
<0.1%
57.20689655
1
<0.1%
february_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
february_avg_temp
0.82
max_wind_speed
-0.79
march_avg_temp
0.75
snowdepth_inches
-0.73
march_max_temp
0.70
snowfall_inches
-0.67
march_min_temp
0.66
days_below_20F
-0.65
january_avg_temp
0.61
heating_degree_days
-0.59
april_max_temp
0.58
february_min_temp
0.57
january_min_temp
0.53
days_below_30F
-0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.64
State_Factor
0.62
direction_max_wind_speed
0.52
direction_peak_wind_speed
0.49
facility_type
0.38
building_class
0.25
days_above_110F
0.06
MOST FREQUENT VALUES
61
13,310
17.6%
62
12,698
16.8%
43
10,144
13.4%
56
10,090
13.3%
55
8,413
11.1%
64
4,769
6.3%
67
3,147
4.2%
75
2,143
2.8%
65
2,130
2.8%
44
2,109
2.8%
71
1,604
2.1%
68
1,383
1.8%
63
904
1.2%
78
627
0.8%
58
539
0.7%
SMALLEST VALUES
38
1
<0.1%
40
1
<0.1%
41
95
0.1%
42
116
0.2%
43
10,144
13.4%
44
2,109
2.8%
46
55
<0.1%
48
21
<0.1%
49
192
0.3%
52
15
<0.1%
55
8,413
11.1%
56
10,090
13.3%
58
539
0.7%
59
1
<0.1%
60
16
<0.1%
LARGEST VALUES
89
1
<0.1%
88
6
<0.1%
86
43
<0.1%
85
2
<0.1%
84
48
<0.1%
83
1
<0.1%
82
15
<0.1%
81
25
<0.1%
80
45
<0.1%
79
19
<0.1%
78
627
0.8%
77
7
<0.1%
76
25
<0.1%
75
2,143
2.8%
74
143
0.2%
march_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
january_avg_temp
0.91
february_avg_temp
0.90
days_below_20F
-0.89
january_min_temp
0.86
march_avg_temp
0.84
days_below_30F
-0.84
days_below_10F
-0.81
heating_degree_days
-0.80
january_max_temp
0.72
february_min_temp
0.71
snowfall_inches
-0.71
snowdepth_inches
-0.70
february_max_temp
0.66
avg_temp
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.74
Year_Factor
0.58
facility_type
0.37
direction_max_wind_speed
0.30
direction_peak_wind_speed
0.29
building_class
0.09
days_above_110F
0.04
MOST FREQUENT VALUES
26
14,946
19.7%
12
12,265
16.2%
13
9,267
12.2%
25
8,377
11.1%
27
8,309
11.0%
35
3,254
4.3%
29
3,213
4.2%
47
1,931
2.5%
20
1,753
2.3%
9
1,559
2.1%
40
1,434
1.9%
7
1,370
1.8%
0
1,060
1.4%
24
854
1.1%
-1
844
1.1%
SMALLEST VALUES
-9
193
0.3%
-6
95
0.1%
-5
19
<0.1%
-4
48
<0.1%
-3
99
0.1%
-2
223
0.3%
-1
844
1.1%
0
1,060
1.4%
1
1
<0.1%
4
20
<0.1%
5
1
<0.1%
6
116
0.2%
7
1,370
1.8%
8
289
0.4%
9
1,559
2.1%
LARGEST VALUES
52
11
<0.1%
51
43
<0.1%
50
19
<0.1%
49
1
<0.1%
48
16
<0.1%
47
1,931
2.5%
46
47
<0.1%
45
141
0.2%
44
27
<0.1%
43
35
<0.1%
42
20
<0.1%
41
9
<0.1%
40
1,434
1.9%
39
30
<0.1%
38
3
<0.1%
march_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
february_avg_temp
0.89
march_min_temp
0.84
january_avg_temp
0.82
days_below_30F
-0.81
heating_degree_days
-0.81
march_max_temp
0.77
days_below_20F
-0.76
january_min_temp
0.76
february_max_temp
0.75
snowfall_inches
-0.75
snowdepth_inches
-0.70
avg_temp
0.70
april_max_temp
0.65
november_min_temp
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.64
Year_Factor
0.64
facility_type
0.35
direction_max_wind_speed
0.31
direction_peak_wind_speed
0.29
building_class
0.14
days_above_110F
0.06
MOST FREQUENT VALUES
48.87096774
13,015
17.2%
38.09677419
10,144
13.4%
37.66129032
9,267
12.2%
50.93548387
8,362
11.0%
40.14516129
8,296
11.0%
49.35483871
3,197
4.2%
50.72580645
3,178
4.2%
44.51612903
2,121
2.8%
42.32258065
1,746
2.3%
38.44827586
1,558
2.1%
49.69354839
1,401
1.8%
37.95161289999999
1,370
1.8%
34.16129032
1,059
1.4%
61.43548387
1,041
1.4%
57.72580645
1,039
1.4%
SMALLEST VALUES
25.85483871
7
<0.1%
27.53225806
18
<0.1%
28.17241379
1
<0.1%
28.29032258
1
<0.1%
29.14516129
1
<0.1%
29.6
15
<0.1%
31.66129032
191
0.3%
31.69354839
1
<0.1%
32.53225806
844
1.1%
32.75806452
186
0.2%
33.70967742
95
0.1%
33.75806452
1
<0.1%
34.04838710000001
99
0.1%
34.11290323
48
<0.1%
34.16129032
1,059
1.4%
LARGEST VALUES
69.75806452
1
<0.1%
67.85483871
6
<0.1%
66.09677419
1
<0.1%
64.5483871
33
<0.1%
64.24193548
43
<0.1%
64.08064516
11
<0.1%
63.61290323
2
<0.1%
63.30645161
8
<0.1%
62.70967742
19
<0.1%
62.35483871
6
<0.1%
62.19354839
3
<0.1%
62.09677419
17
<0.1%
61.43548387
1,041
1.4%
61.29032258
1
<0.1%
60.82258065
2
<0.1%
march_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
march_avg_temp
0.77
february_max_temp
0.70
max_wind_speed
-0.55
december_max_temp
-0.54
february_avg_temp
0.54
snowdepth_inches
-0.48
heating_degree_days
-0.44
april_max_temp
0.44
days_above_90F
0.44
avg_temp
0.43
november_min_temp
0.43
snowfall_inches
-0.43
days_below_30F
-0.41
march_min_temp
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.79
direction_max_wind_speed
0.38
direction_peak_wind_speed
0.36
State_Factor
0.33
facility_type
0.25
building_class
0.19
days_above_110F
0.05
MOST FREQUENT VALUES
79
14,730
19.4%
62
10,681
14.1%
66
9,289
12.3%
78
8,387
11.1%
59
8,296
11.0%
71
6,668
8.8%
74
2,292
3.0%
73
2,134
2.8%
77
2,060
2.7%
76
1,958
2.6%
70
1,592
2.1%
82
1,422
1.9%
72
1,246
1.6%
85
1,091
1.4%
65
849
1.1%
SMALLEST VALUES
53
1
<0.1%
54
1
<0.1%
56
25
<0.1%
57
18
<0.1%
58
2
<0.1%
59
8,296
11.0%
60
823
1.1%
61
2
<0.1%
62
10,681
14.1%
63
4
<0.1%
64
1
<0.1%
65
849
1.1%
66
9,289
12.3%
67
17
<0.1%
68
308
0.4%
LARGEST VALUES
95
2
<0.1%
94
6
<0.1%
93
43
<0.1%
92
34
<0.1%
91
10
<0.1%
90
3
<0.1%
89
1
<0.1%
88
3
<0.1%
87
51
<0.1%
86
10
<0.1%
85
1,091
1.4%
84
14
<0.1%
83
46
<0.1%
82
1,422
1.9%
81
67
<0.1%
april_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
february_min_temp
0.85
days_below_30F
-0.71
january_min_temp
0.71
january_avg_temp
0.70
heating_degree_days
-0.70
april_avg_temp
0.70
december_min_temp
0.68
october_min_temp
0.62
february_avg_temp
0.58
snowfall_inches
-0.56
may_min_temp
0.56
days_above_80F
-0.56
days_below_20F
-0.56
august_avg_temp
-0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.74
Year_Factor
0.53
facility_type
0.41
direction_max_wind_speed
0.13
direction_peak_wind_speed
0.09
building_class
0.05
days_above_110F
0.03
MOST FREQUENT VALUES
26
13,873
18.3%
32
11,707
15.5%
31
10,655
14.1%
33
9,030
11.9%
38
8,386
11.1%
37
3,798
5.0%
40
3,509
4.6%
23
2,123
2.8%
47
1,975
2.6%
35
1,760
2.3%
28
1,505
2.0%
41
1,410
1.9%
24
1,379
1.8%
27
1,252
1.7%
18
853
1.1%
SMALLEST VALUES
15
1
<0.1%
16
2
<0.1%
17
2
<0.1%
18
853
1.1%
19
1
<0.1%
21
302
0.4%
22
18
<0.1%
23
2,123
2.8%
24
1,379
1.8%
25
848
1.1%
26
13,873
18.3%
27
1,252
1.7%
28
1,505
2.0%
29
111
0.1%
30
38
<0.1%
LARGEST VALUES
52
27
<0.1%
51
33
<0.1%
49
9
<0.1%
48
23
<0.1%
47
1,975
2.6%
46
20
<0.1%
45
22
<0.1%
44
133
0.2%
43
72
<0.1%
42
43
<0.1%
41
1,410
1.9%
40
3,509
4.6%
39
30
<0.1%
38
8,386
11.1%
37
3,798
5.0%
april_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
heating_degree_days
-0.88
avg_temp
0.84
january_avg_temp
0.72
january_min_temp
0.71
april_min_temp
0.70
november_min_temp
0.68
days_below_30F
-0.64
november_avg_temp
0.62
march_min_temp
0.61
january_max_temp
0.60
february_avg_temp
0.60
december_avg_temp
0.60
february_min_temp
0.60
october_avg_temp
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.87
facility_type
0.41
Year_Factor
0.21
building_class
0.15
direction_max_wind_speed
0.14
days_above_110F
0.13
direction_peak_wind_speed
0.11
MOST FREQUENT VALUES
53.33333333
13,015
17.2%
54.25
10,144
13.4%
52.33333333
9,267
12.2%
54.76666667
8,362
11.0%
52.98333333
8,296
11.0%
56.26666667
3,197
4.2%
51.85
3,178
4.2%
49.01724138
2,121
2.8%
54.3
1,753
2.3%
55.37931034
1,558
2.1%
54.87037037
1,401
1.8%
54.45
1,370
1.8%
48.2
1,059
1.4%
60.96666667
1,041
1.4%
60.28333333
1,036
1.4%
SMALLEST VALUES
40.28
1
<0.1%
43.15517241
1
<0.1%
44.61666667
1
<0.1%
44.63333333
4
<0.1%
45.03333333
7
<0.1%
45.08333333
13
<0.1%
45.18333333
1
<0.1%
45.45
2
<0.1%
45.75
1
<0.1%
45.93333333
2
<0.1%
46.61666667
2
<0.1%
46.77586207
18
<0.1%
47.18333333
1
<0.1%
47.46666667
289
0.4%
47.55
1
<0.1%
LARGEST VALUES
74.5
1
<0.1%
72.3
6
<0.1%
71.31666667
2
<0.1%
69.93333333
1
<0.1%
67.55
17
<0.1%
67.03333333
33
<0.1%
66.81666667
6
<0.1%
66.73333333
3
<0.1%
66.71666667
6
<0.1%
66.58333333
43
<0.1%
65.88333333
8
<0.1%
65.31666667
1
<0.1%
65.25
9
<0.1%
65.23333333
11
<0.1%
64.76666667
2
<0.1%
april_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snowfall_inches
-0.70
march_avg_temp
0.65
snowdepth_inches
-0.63
june_max_temp
0.58
february_max_temp
0.58
february_avg_temp
0.56
april_avg_temp
0.56
march_min_temp
0.56
may_max_temp
0.54
days_above_90F
0.52
january_avg_temp
0.52
heating_degree_days
-0.51
february_min_temp
0.50
avg_temp
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.66
State_Factor
0.43
direction_max_wind_speed
0.26
facility_type
0.25
direction_peak_wind_speed
0.20
building_class
0.16
days_above_110F
0.08
MOST FREQUENT VALUES
82
22,038
29.1%
88
10,497
13.9%
80
10,415
13.7%
77
9,408
12.4%
78
4,907
6.5%
89
4,037
5.3%
81
2,416
3.2%
84
2,075
2.7%
83
1,949
2.6%
90
1,809
2.4%
91
1,774
2.3%
85
1,414
1.9%
86
1,053
1.4%
79
907
1.2%
87
704
0.9%
SMALLEST VALUES
62
1
<0.1%
66
2
<0.1%
69
5
<0.1%
70
3
<0.1%
72
13
<0.1%
73
1
<0.1%
74
3
<0.1%
75
19
<0.1%
76
11
<0.1%
77
9,408
12.4%
78
4,907
6.5%
79
907
1.2%
80
10,415
13.7%
81
2,416
3.2%
82
22,038
29.1%
LARGEST VALUES
104
3
<0.1%
99
4
<0.1%
98
11
<0.1%
97
2
<0.1%
96
51
<0.1%
95
28
<0.1%
94
37
<0.1%
93
82
0.1%
92
78
0.1%
91
1,774
2.3%
90
1,809
2.4%
89
4,037
5.3%
88
10,497
13.9%
87
704
0.9%
86
1,053
1.4%
may_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
december_min_temp
0.73
september_min_temp
0.67
august_min_temp
0.60
december_avg_temp
0.59
may_avg_temp
0.59
april_min_temp
0.56
june_min_temp
0.52
days_below_0F
-0.50
april_avg_temp
0.47
avg_temp
0.46
november_min_temp
0.44
october_min_temp
0.43
july_min_temp
0.40
heating_degree_days
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.65
State_Factor
0.64
direction_max_wind_speed
0.44
direction_peak_wind_speed
0.37
facility_type
0.31
building_class
0.18
days_above_110F
0.03
MOST FREQUENT VALUES
49
17,658
23.3%
43
13,045
17.2%
48
10,198
13.5%
42
8,346
11.0%
45
5,142
6.8%
41
4,591
6.1%
47
2,307
3.0%
38
2,291
3.0%
46
2,157
2.8%
51
2,082
2.7%
35
2,067
2.7%
37
1,676
2.2%
44
1,438
1.9%
39
889
1.2%
33
832
1.1%
SMALLEST VALUES
23
2
<0.1%
25
1
<0.1%
26
1
<0.1%
27
4
<0.1%
28
3
<0.1%
29
1
<0.1%
30
4
<0.1%
31
5
<0.1%
32
10
<0.1%
33
832
1.1%
34
204
0.3%
35
2,067
2.7%
36
594
0.8%
37
1,676
2.2%
38
2,291
3.0%
LARGEST VALUES
58
49
<0.1%
57
20
<0.1%
56
44
<0.1%
55
1
<0.1%
54
33
<0.1%
53
19
<0.1%
52
6
<0.1%
51
2,082
2.7%
50
1
<0.1%
49
17,658
23.3%
48
10,198
13.5%
47
2,307
3.0%
46
2,157
2.8%
45
5,142
6.8%
44
1,438
1.9%
may_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
september_avg_temp
0.74
september_min_temp
0.65
december_max_temp
0.65
cooling_degree_days
0.65
august_min_temp
0.62
max_wind_speed
0.61
december_avg_temp
0.61
may_min_temp
0.59
days_above_80F
0.57
august_avg_temp
0.55
september_max_temp
0.54
july_min_temp
0.53
snowdepth_inches
0.51
july_avg_temp
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.62
Year_Factor
0.57
facility_type
0.46
direction_max_wind_speed
0.44
direction_peak_wind_speed
0.39
building_class
0.14
days_above_110F
0.09
MOST FREQUENT VALUES
62.79032258
21,311
28.1%
68.51612903
10,144
13.4%
64.0
9,267
12.2%
65.09677419
8,362
11.0%
59.19354839
3,197
4.2%
59.08064516
3,178
4.2%
61.93333333
2,121
2.8%
64.48387097
1,746
2.3%
69.70689655
1,558
2.1%
61.75
1,401
1.8%
65.03448276
1,370
1.8%
60.24193548
1,059
1.4%
62.88709677
1,041
1.4%
61.06451613
1,036
1.4%
63.48387097
894
1.2%
SMALLEST VALUES
46.95
1
<0.1%
51.66129032
1
<0.1%
51.77419355
1
<0.1%
52.09677419
2
<0.1%
52.12903226
1
<0.1%
52.14516129
22
<0.1%
52.25806452
4
<0.1%
52.54838710000001
1
<0.1%
52.66129032
1
<0.1%
52.95161289999999
1
<0.1%
53.31034483
1
<0.1%
53.88709677
2
<0.1%
54.19354839
2
<0.1%
54.46774194
13
<0.1%
55.89285714
1
<0.1%
LARGEST VALUES
82.11290323
1
<0.1%
80.90322581
2
<0.1%
79.46774194
6
<0.1%
76.87096774
1
<0.1%
74.24193548
6
<0.1%
73.83870968
3
<0.1%
73.22580645
4
<0.1%
73.03225806
1
<0.1%
73.01612903
17
<0.1%
72.67741935
6
<0.1%
72.32258065
4
<0.1%
71.96774194
33
<0.1%
71.75806452
8
<0.1%
71.74193548
3
<0.1%
71.53225806
43
<0.1%
may_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_above_90F
0.66
october_max_temp
0.65
november_max_temp
0.56
april_max_temp
0.54
days_above_80F
0.51
cooling_degree_days
0.51
august_avg_temp
0.50
august_max_temp
0.46
september_avg_temp
0.44
december_min_temp
-0.42
june_avg_temp
0.42
july_avg_temp
0.41
avg_temp
0.37
september_max_temp
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.62
State_Factor
0.50
facility_type
0.40
direction_max_wind_speed
0.15
direction_peak_wind_speed
0.12
days_above_110F
0.12
building_class
0.05
MOST FREQUENT VALUES
92
15,468
20.4%
88
13,922
18.4%
90
12,959
17.1%
86
11,473
15.1%
89
11,196
14.8%
81
3,178
4.2%
91
2,907
3.8%
94
2,164
2.9%
87
1,204
1.6%
84
660
0.9%
85
126
0.2%
104
81
0.1%
96
56
<0.1%
97
55
<0.1%
98
46
<0.1%
SMALLEST VALUES
64
1
<0.1%
65
1
<0.1%
71
1
<0.1%
72
9
<0.1%
73
2
<0.1%
74
1
<0.1%
76
10
<0.1%
77
13
<0.1%
78
4
<0.1%
79
22
<0.1%
80
7
<0.1%
81
3,178
4.2%
82
16
<0.1%
83
6
<0.1%
84
660
0.9%
LARGEST VALUES
112
2
<0.1%
109
6
<0.1%
108
1
<0.1%
105
2
<0.1%
104
81
0.1%
103
13
<0.1%
102
29
<0.1%
101
3
<0.1%
100
33
<0.1%
99
8
<0.1%
98
46
<0.1%
97
55
<0.1%
96
56
<0.1%
95
42
<0.1%
94
2,164
2.9%
june_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
july_min_temp
0.65
august_min_temp
0.59
days_with_fog
-0.57
days_below_0F
-0.53
june_avg_temp
0.53
may_min_temp
0.52
october_avg_temp
0.48
max_wind_speed
-0.46
ELEVATION
-0.42
days_below_10F
-0.41
september_min_temp
0.39
december_max_temp
0.39
july_avg_temp
0.39
october_min_temp
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.78
Year_Factor
0.54
direction_peak_wind_speed
0.37
direction_max_wind_speed
0.37
facility_type
0.34
building_class
0.11
days_above_110F
0.05
MOST FREQUENT VALUES
52
14,575
19.2%
51
10,903
14.4%
50
10,635
14.0%
55
10,319
13.6%
53
8,998
11.9%
47
4,042
5.3%
48
3,822
5.0%
56
3,348
4.4%
42
2,152
2.8%
45
1,703
2.2%
54
1,397
1.8%
41
1,271
1.7%
49
816
1.1%
44
719
0.9%
58
573
0.8%
SMALLEST VALUES
30
1
<0.1%
31
3
<0.1%
33
2
<0.1%
34
3
<0.1%
35
4
<0.1%
36
2
<0.1%
37
5
<0.1%
38
6
<0.1%
39
1
<0.1%
40
2
<0.1%
41
1,271
1.7%
42
2,152
2.8%
43
198
0.3%
44
719
0.9%
45
1,703
2.2%
LARGEST VALUES
68
1
<0.1%
66
6
<0.1%
64
1
<0.1%
63
33
<0.1%
62
11
<0.1%
61
5
<0.1%
60
2
<0.1%
59
16
<0.1%
58
573
0.8%
57
48
<0.1%
56
3,348
4.4%
55
10,319
13.6%
54
1,397
1.8%
53
8,998
11.9%
52
14,575
19.2%
june_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
july_avg_temp
0.87
cooling_degree_days
0.84
days_above_80F
0.74
august_avg_temp
0.74
july_min_temp
0.68
september_avg_temp
0.63
january_min_temp
-0.61
august_min_temp
0.58
september_max_temp
0.57
july_max_temp
0.56
january_avg_temp
-0.54
june_min_temp
0.53
february_min_temp
-0.52
april_min_temp
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.80
facility_type
0.54
Year_Factor
0.26
direction_peak_wind_speed
0.20
direction_max_wind_speed
0.19
building_class
0.15
days_above_110F
0.09
MOST FREQUENT VALUES
72.25
13,015
17.2%
71.18333333
10,144
13.4%
72.45
9,267
12.2%
70.98333333
8,377
11.1%
72.65
8,296
11.0%
63.56666667
3,197
4.2%
67.08333333
3,178
4.2%
73.4
2,132
2.8%
72.31666667
1,746
2.3%
75.03448276
1,558
2.1%
74.29310345
1,401
1.8%
74.48333333
1,370
1.8%
65.36666667
1,059
1.4%
72.98333333
1,041
1.4%
63.35
1,036
1.4%
SMALLEST VALUES
54.1
1
<0.1%
54.71666667
1
<0.1%
54.89655172
1
<0.1%
54.93333333
1
<0.1%
56.23333333
22
<0.1%
56.33333333
4
<0.1%
57.35
2
<0.1%
58.43333333
2
<0.1%
58.95
1
<0.1%
59.98333333
1
<0.1%
60.5
358
0.5%
60.78333333
17
<0.1%
60.86666667
1
<0.1%
61.03333333
9
<0.1%
61.1
4
<0.1%
LARGEST VALUES
89.55
1
<0.1%
89.13333333
6
<0.1%
87.98333333
2
<0.1%
86.36666667
1
<0.1%
83.05
1
<0.1%
81.5
3
<0.1%
81.11666667
2
<0.1%
80.93333333
23
<0.1%
80.43333333
6
<0.1%
80.21666667
2
<0.1%
79.68333333
1
<0.1%
79.15
2
<0.1%
79.08333333
3
<0.1%
78.56666667
13
<0.1%
78.1
4
<0.1%
june_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_above_90F
0.67
id
-0.58
april_max_temp
0.58
july_max_temp
0.52
days_above_100F
0.47
snowfall_inches
-0.41
february_max_temp
0.39
february_min_temp
0.34
april_avg_temp
0.34
august_max_temp
0.34
september_max_temp
0.32
precipitation_inches
-0.32
days_above_80F
0.30
snowdepth_inches
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.50
Year_Factor
0.47
facility_type
0.27
building_class
0.18
direction_max_wind_speed
0.16
days_above_110F
0.14
direction_peak_wind_speed
0.14
MOST FREQUENT VALUES
90
15,503
20.5%
88
13,227
17.5%
92
9,798
12.9%
89
9,595
12.7%
94
8,914
11.8%
95
6,092
8.0%
91
4,771
6.3%
97
2,137
2.8%
87
1,939
2.6%
106
1,079
1.4%
96
718
0.9%
99
713
0.9%
103
607
0.8%
104
274
0.4%
107
75
<0.1%
SMALLEST VALUES
67
2
<0.1%
69
4
<0.1%
72
2
<0.1%
73
1
<0.1%
74
1
<0.1%
76
29
<0.1%
78
17
<0.1%
79
32
<0.1%
80
16
<0.1%
81
1
<0.1%
82
2
<0.1%
83
1
<0.1%
84
1
<0.1%
85
2
<0.1%
86
24
<0.1%
LARGEST VALUES
119
1
<0.1%
114
2
<0.1%
113
1
<0.1%
112
6
<0.1%
111
6
<0.1%
110
18
<0.1%
109
50
<0.1%
108
43
<0.1%
107
75
<0.1%
106
1,079
1.4%
105
4
<0.1%
104
274
0.4%
103
607
0.8%
102
4
<0.1%
101
7
<0.1%
july_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
august_min_temp
0.88
july_avg_temp
0.81
cooling_degree_days
0.78
august_avg_temp
0.73
june_avg_temp
0.68
june_min_temp
0.65
september_min_temp
0.61
september_avg_temp
0.61
snowfall_inches
0.59
may_avg_temp
0.53
days_above_80F
0.44
days_below_0F
-0.44
ELEVATION
-0.43
december_max_temp
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.91
facility_type
0.55
direction_max_wind_speed
0.36
building_class
0.33
direction_peak_wind_speed
0.33
Year_Factor
0.15
days_above_110F
0.04
MOST FREQUENT VALUES
63
25,482
33.6%
64
18,493
24.4%
61
9,945
13.1%
54
6,419
8.5%
55
5,053
6.7%
53
2,690
3.6%
57
1,710
2.3%
60
1,578
2.1%
51
1,399
1.8%
52
754
1.0%
62
747
1.0%
48
744
1.0%
58
353
0.5%
50
210
0.3%
56
57
<0.1%
SMALLEST VALUES
37
2
<0.1%
40
2
<0.1%
41
1
<0.1%
42
2
<0.1%
43
1
<0.1%
45
7
<0.1%
46
3
<0.1%
47
13
<0.1%
48
744
1.0%
49
10
<0.1%
50
210
0.3%
51
1,399
1.8%
52
754
1.0%
53
2,690
3.6%
54
6,419
8.5%
LARGEST VALUES
74
1
<0.1%
73
6
<0.1%
71
1
<0.1%
67
13
<0.1%
66
17
<0.1%
65
17
<0.1%
64
18,493
24.4%
63
25,482
33.6%
62
747
1.0%
61
9,945
13.1%
60
1,578
2.1%
59
27
<0.1%
58
353
0.5%
57
1,710
2.3%
56
57
<0.1%
july_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cooling_degree_days
0.92
june_avg_temp
0.87
august_avg_temp
0.86
july_min_temp
0.81
july_max_temp
0.71
august_min_temp
0.70
days_above_80F
0.68
september_avg_temp
0.64
january_min_temp
-0.57
february_min_temp
-0.55
september_max_temp
0.51
january_avg_temp
-0.51
may_avg_temp
0.51
snowfall_inches
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.86
facility_type
0.58
Year_Factor
0.27
direction_max_wind_speed
0.26
building_class
0.26
direction_peak_wind_speed
0.25
days_above_110F
0.06
MOST FREQUENT VALUES
78.67741935
13,015
17.2%
78.79032258
10,144
13.4%
76.14516129
9,267
12.2%
78.75806452
8,362
11.0%
79.83870968
8,296
11.0%
66.9516129
3,197
4.2%
70.91935484
3,180
4.2%
77.4516129
2,122
2.8%
80.24193548
1,746
2.3%
77.5
1,558
2.1%
79.90322581
1,401
1.8%
76.03333333
1,370
1.8%
70.67741935
1,059
1.4%
74.51612903
1,048
1.4%
62.91935484
1,036
1.4%
SMALLEST VALUES
54.82258065
1
<0.1%
56.38709677
2
<0.1%
57.10714286
1
<0.1%
57.19354839
1
<0.1%
58.70967742
4
<0.1%
58.75806452
22
<0.1%
60.53225806
2
<0.1%
61.27419355
17
<0.1%
62.72580645
358
0.5%
62.91935484
1,036
1.4%
63.14814815
1
<0.1%
63.69354839
9
<0.1%
64.48214286
1
<0.1%
65.32258065
1
<0.1%
65.51612903
2
<0.1%
LARGEST VALUES
94.43548387
1
<0.1%
94.25806452
6
<0.1%
92.06451613
1
<0.1%
91.64516129
2
<0.1%
87.59677419
6
<0.1%
87.30645161
3
<0.1%
87.08064516
17
<0.1%
86.88709677
6
<0.1%
85.4
1
<0.1%
85.30645161
2
<0.1%
84.76666667
3
<0.1%
84.32258065
2
<0.1%
84.30645161
1
<0.1%
84.0
3
<0.1%
83.77419355
17
<0.1%
july_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
july_avg_temp
0.71
cooling_degree_days
0.60
days_above_90F
0.59
days_with_fog
-0.56
june_avg_temp
0.56
august_avg_temp
0.54
days_above_80F
0.54
june_max_temp
0.52
august_max_temp
0.52
october_max_temp
0.39
july_min_temp
0.37
may_max_temp
0.35
september_avg_temp
0.33
september_max_temp
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.61
State_Factor
0.39
facility_type
0.26
days_above_110F
0.11
direction_peak_wind_speed
0.09
direction_max_wind_speed
0.08
building_class
0.06
MOST FREQUENT VALUES
96
30,137
39.8%
91
11,326
15.0%
100
9,783
12.9%
98
8,877
11.7%
87
3,246
4.3%
95
2,802
3.7%
104
1,763
2.3%
97
1,406
1.9%
94
1,157
1.5%
90
1,089
1.4%
103
1,085
1.4%
81
1,076
1.4%
99
612
0.8%
84
377
0.5%
93
297
0.4%
SMALLEST VALUES
65
2
<0.1%
66
2
<0.1%
67
5
<0.1%
77
1
<0.1%
79
17
<0.1%
80
16
<0.1%
81
1,076
1.4%
83
3
<0.1%
84
377
0.5%
85
21
<0.1%
86
3
<0.1%
87
3,246
4.3%
88
1
<0.1%
89
3
<0.1%
90
1,089
1.4%
LARGEST VALUES
117
6
<0.1%
116
3
<0.1%
115
1
<0.1%
113
1
<0.1%
112
6
<0.1%
111
33
<0.1%
110
8
<0.1%
109
30
<0.1%
108
37
<0.1%
107
37
<0.1%
106
22
<0.1%
105
31
<0.1%
104
1,763
2.3%
103
1,085
1.4%
102
289
0.4%
august_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
july_min_temp
0.88
september_min_temp
0.82
cooling_degree_days
0.76
august_avg_temp
0.75
july_avg_temp
0.70
september_avg_temp
0.69
may_avg_temp
0.62
may_min_temp
0.60
june_min_temp
0.59
june_avg_temp
0.58
snowfall_inches
0.51
days_below_0F
-0.42
days_above_80F
0.41
avg_temp
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.86
facility_type
0.56
direction_max_wind_speed
0.42
direction_peak_wind_speed
0.36
building_class
0.33
Year_Factor
0.22
days_above_110F
0.04
MOST FREQUENT VALUES
61
32,089
42.4%
59
12,310
16.2%
63
10,182
13.4%
52
4,780
6.3%
51
4,228
5.6%
54
3,578
4.7%
55
1,952
2.6%
58
1,183
1.6%
50
1,142
1.5%
53
1,112
1.5%
57
949
1.3%
41
846
1.1%
45
709
0.9%
56
258
0.3%
48
230
0.3%
SMALLEST VALUES
31
1
<0.1%
37
3
<0.1%
40
1
<0.1%
41
846
1.1%
42
4
<0.1%
44
8
<0.1%
45
709
0.9%
46
13
<0.1%
48
230
0.3%
49
34
<0.1%
50
1,142
1.5%
51
4,228
5.6%
52
4,780
6.3%
53
1,112
1.5%
54
3,578
4.7%
LARGEST VALUES
77
2
<0.1%
72
1
<0.1%
68
6
<0.1%
67
15
<0.1%
66
4
<0.1%
65
18
<0.1%
64
1
<0.1%
63
10,182
13.4%
62
88
0.1%
61
32,089
42.4%
60
10
<0.1%
59
12,310
16.2%
58
1,183
1.6%
57
949
1.3%
56
258
0.3%
august_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cooling_degree_days
0.95
july_avg_temp
0.86
september_avg_temp
0.83
days_above_80F
0.79
august_min_temp
0.75
june_avg_temp
0.74
july_min_temp
0.73
february_min_temp
-0.71
august_max_temp
0.70
september_min_temp
0.64
may_avg_temp
0.55
snowfall_inches
0.55
april_min_temp
-0.54
july_max_temp
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.78
facility_type
0.55
Year_Factor
0.32
direction_max_wind_speed
0.29
direction_peak_wind_speed
0.26
building_class
0.24
days_above_110F
0.06
MOST FREQUENT VALUES
79.17741935
13,015
17.2%
78.96774194
10,144
13.4%
74.51612903
9,267
12.2%
76.69354839
8,362
11.0%
74.59677419
8,296
11.0%
68.61290323
3,201
4.2%
68.40322581
3,178
4.2%
77.88709677
2,121
2.8%
75.27419355
1,746
2.3%
75.81666667
1,558
2.1%
79.55
1,401
1.8%
73.55
1,370
1.8%
71.56451613
1,059
1.4%
74.77419355
1,041
1.4%
63.79032258
1,036
1.4%
SMALLEST VALUES
56.69354839
1
<0.1%
58.01612903
1
<0.1%
58.12903226
1
<0.1%
58.32258065
1
<0.1%
59.12903226
4
<0.1%
59.74193548
2
<0.1%
61.61290323
22
<0.1%
62.16129032
358
0.5%
62.5
17
<0.1%
63.74193548
9
<0.1%
63.79032258
1,036
1.4%
64.09677419
1
<0.1%
64.19354839
1
<0.1%
64.33870968
2
<0.1%
64.35483871
1
<0.1%
LARGEST VALUES
94.90322581
2
<0.1%
91.38709677
1
<0.1%
91.22580645
6
<0.1%
88.32258065
1
<0.1%
86.9516129
3
<0.1%
86.53225806
4
<0.1%
85.64516129
3
<0.1%
85.09677419
1
<0.1%
84.9516129
3
<0.1%
84.37096774
6
<0.1%
83.9516129
3
<0.1%
83.01612903
17
<0.1%
82.91935484
2
<0.1%
82.74193548
4
<0.1%
82.69354839
6
<0.1%
august_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_above_80F
0.80
august_avg_temp
0.70
days_above_90F
0.70
cooling_degree_days
0.63
september_avg_temp
0.60
july_max_temp
0.52
april_min_temp
-0.50
february_min_temp
-0.49
july_avg_temp
0.47
may_max_temp
0.46
june_avg_temp
0.45
october_min_temp
-0.42
november_max_temp
0.40
september_max_temp
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.50
State_Factor
0.29
facility_type
0.21
direction_max_wind_speed
0.17
direction_peak_wind_speed
0.15
days_above_110F
0.10
building_class
0.02
MOST FREQUENT VALUES
90
18,458
24.4%
96
13,053
17.2%
91
12,434
16.4%
95
11,320
14.9%
89
5,515
7.3%
94
4,379
5.8%
98
2,128
2.8%
100
2,022
2.7%
92
1,419
1.9%
104
1,093
1.4%
76
1,036
1.4%
80
895
1.2%
93
594
0.8%
85
389
0.5%
97
329
0.4%
SMALLEST VALUES
66
1
<0.1%
68
1
<0.1%
71
4
<0.1%
72
1
<0.1%
74
2
<0.1%
76
1,036
1.4%
77
26
<0.1%
80
895
1.2%
82
2
<0.1%
83
128
0.2%
84
1
<0.1%
85
389
0.5%
86
45
<0.1%
87
27
<0.1%
88
228
0.3%
LARGEST VALUES
116
2
<0.1%
114
1
<0.1%
113
6
<0.1%
112
6
<0.1%
111
4
<0.1%
110
22
<0.1%
109
14
<0.1%
108
17
<0.1%
107
31
<0.1%
106
21
<0.1%
105
47
<0.1%
104
1,093
1.4%
103
4
<0.1%
102
1
<0.1%
101
40
<0.1%
september_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
august_min_temp
0.82
september_avg_temp
0.77
may_min_temp
0.67
may_avg_temp
0.65
august_avg_temp
0.64
cooling_degree_days
0.62
july_min_temp
0.61
avg_temp
0.53
november_avg_temp
0.46
november_min_temp
0.46
december_avg_temp
0.45
snowfall_inches
0.42
snowdepth_inches
0.41
days_above_80F
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.72
Year_Factor
0.47
facility_type
0.46
direction_max_wind_speed
0.40
direction_peak_wind_speed
0.33
building_class
0.19
days_above_110F
0.04
MOST FREQUENT VALUES
54
13,207
17.4%
52
12,118
16.0%
56
11,039
14.6%
53
9,418
12.4%
47
8,621
11.4%
44
7,431
9.8%
51
4,236
5.6%
46
2,811
3.7%
48
2,153
2.8%
40
1,694
2.2%
49
919
1.2%
45
737
1.0%
42
719
0.9%
41
358
0.5%
61
43
<0.1%
SMALLEST VALUES
26
2
<0.1%
27
1
<0.1%
28
1
<0.1%
29
1
<0.1%
31
2
<0.1%
32
4
<0.1%
35
4
<0.1%
36
5
<0.1%
37
15
<0.1%
38
22
<0.1%
39
16
<0.1%
40
1,694
2.2%
41
358
0.5%
42
719
0.9%
43
12
<0.1%
LARGEST VALUES
65
12
<0.1%
64
11
<0.1%
63
1
<0.1%
62
7
<0.1%
61
43
<0.1%
60
20
<0.1%
59
38
<0.1%
58
39
<0.1%
56
11,039
14.6%
55
4
<0.1%
54
13,207
17.4%
53
9,418
12.4%
52
12,118
16.0%
51
4,236
5.6%
50
36
<0.1%
september_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cooling_degree_days
0.87
days_above_80F
0.84
august_avg_temp
0.83
september_min_temp
0.77
may_avg_temp
0.74
september_max_temp
0.71
august_min_temp
0.69
february_min_temp
-0.67
july_avg_temp
0.64
june_avg_temp
0.63
snowfall_inches
0.62
july_min_temp
0.61
august_max_temp
0.60
november_max_temp
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.77
facility_type
0.59
direction_max_wind_speed
0.36
direction_peak_wind_speed
0.31
Year_Factor
0.30
building_class
0.10
days_above_110F
0.07
MOST FREQUENT VALUES
71.8
13,019
17.2%
74.45
10,144
13.4%
69.73333333
9,267
12.2%
68.8
8,488
11.2%
67.86666667
8,296
11.0%
61.38333333
3,197
4.2%
60.43333333
3,178
4.2%
70.93103448
2,121
2.8%
70.03333333
1,747
2.3%
72.44827586
1,558
2.1%
73.27586207
1,401
1.8%
69.17241379
1,370
1.8%
68.86666667
1,059
1.4%
73.58333333
1,041
1.4%
64.8
1,036
1.4%
SMALLEST VALUES
53.6
1
<0.1%
53.78333333
22
<0.1%
54.83333333
13
<0.1%
55.55357143
1
<0.1%
55.93103448
2
<0.1%
57.7
2
<0.1%
58.05
1
<0.1%
58.55
1
<0.1%
58.61666667
1
<0.1%
58.83928571
1
<0.1%
58.88333333
1
<0.1%
59.33333333
1
<0.1%
59.53333333
4
<0.1%
60.18333333
2
<0.1%
60.43333333
3,178
4.2%
LARGEST VALUES
90.11666667
1
<0.1%
89.55
2
<0.1%
89.45
6
<0.1%
81.61666667
1
<0.1%
81.33333333
4
<0.1%
80.95
3
<0.1%
80.91666667
3
<0.1%
80.73333333
6
<0.1%
80.5
1
<0.1%
79.8
8
<0.1%
79.55
1
<0.1%
78.83333333
43
<0.1%
78.43333333
3
<0.1%
78.25
3
<0.1%
78.16666667
3
<0.1%
september_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_above_80F
0.74
september_avg_temp
0.71
december_max_temp
0.67
cooling_degree_days
0.63
max_wind_speed
0.59
june_avg_temp
0.57
may_avg_temp
0.54
november_max_temp
0.52
july_avg_temp
0.51
august_avg_temp
0.49
october_max_temp
0.49
days_above_90F
0.47
february_avg_temp
-0.45
days_below_30F
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.78
facility_type
0.60
Year_Factor
0.41
direction_max_wind_speed
0.28
direction_peak_wind_speed
0.26
days_above_110F
0.07
building_class
0.05
MOST FREQUENT VALUES
91
21,973
29.0%
96
11,989
15.8%
97
10,761
14.2%
92
9,600
12.7%
93
4,747
6.3%
94
3,654
4.8%
79
3,198
4.2%
80
3,182
4.2%
86
1,891
2.5%
95
1,426
1.9%
105
1,059
1.4%
83
895
1.2%
90
399
0.5%
98
321
0.4%
88
219
0.3%
SMALLEST VALUES
64
1
<0.1%
70
1
<0.1%
72
1
<0.1%
73
22
<0.1%
74
2
<0.1%
75
2
<0.1%
77
9
<0.1%
79
3,198
4.2%
80
3,182
4.2%
81
15
<0.1%
82
19
<0.1%
83
895
1.2%
84
1
<0.1%
85
11
<0.1%
86
1,891
2.5%
LARGEST VALUES
111
1
<0.1%
109
8
<0.1%
108
10
<0.1%
107
3
<0.1%
106
8
<0.1%
105
1,059
1.4%
104
59
<0.1%
103
71
<0.1%
102
81
0.1%
101
24
<0.1%
100
32
<0.1%
99
10
<0.1%
98
321
0.4%
97
10,761
14.2%
96
11,989
15.8%
october_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
october_avg_temp
0.75
days_below_30F
-0.68
february_avg_temp
0.67
january_avg_temp
0.67
heating_degree_days
-0.65
february_min_temp
0.65
january_min_temp
0.63
april_min_temp
0.62
days_below_20F
-0.61
january_max_temp
0.60
march_min_temp
0.59
days_below_10F
-0.53
avg_temp
0.50
max_wind_speed
-0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.76
Year_Factor
0.39
facility_type
0.33
direction_max_wind_speed
0.27
direction_peak_wind_speed
0.25
days_above_110F
0.04
building_class
0.03
MOST FREQUENT VALUES
38
22,773
30.1%
35
12,457
16.4%
42
9,318
12.3%
40
9,013
11.9%
39
3,228
4.3%
46
3,207
4.2%
34
2,144
2.8%
33
2,045
2.7%
32
1,767
2.3%
29
1,098
1.4%
49
1,085
1.4%
51
1,059
1.4%
28
1,009
1.3%
43
944
1.2%
30
943
1.2%
SMALLEST VALUES
18
2
<0.1%
19
1
<0.1%
21
1
<0.1%
22
1
<0.1%
23
845
1.1%
24
901
1.2%
25
2
<0.1%
27
1
<0.1%
28
1,009
1.3%
29
1,098
1.4%
30
943
1.2%
31
240
0.3%
32
1,767
2.3%
33
2,045
2.7%
34
2,144
2.8%
LARGEST VALUES
61
11
<0.1%
59
19
<0.1%
58
1
<0.1%
57
43
<0.1%
55
924
1.2%
54
11
<0.1%
53
10
<0.1%
52
1
<0.1%
51
1,059
1.4%
50
4
<0.1%
49
1,085
1.4%
48
128
0.2%
47
376
0.5%
46
3,207
4.2%
45
37
<0.1%
october_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
october_min_temp
0.75
january_max_temp
0.74
avg_temp
0.70
heating_degree_days
-0.65
october_max_temp
0.63
april_avg_temp
0.58
january_avg_temp
0.52
march_min_temp
0.51
february_avg_temp
0.49
june_min_temp
0.48
days_below_10F
-0.45
january_min_temp
0.43
february_min_temp
0.42
precipitation_inches
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.76
facility_type
0.38
Year_Factor
0.36
direction_max_wind_speed
0.15
direction_peak_wind_speed
0.14
days_above_110F
0.10
building_class
0.05
MOST FREQUENT VALUES
58.04838710000001
18,506
24.4%
58.75806452
13,015
17.2%
59.62903226
9,267
12.2%
60.19354839
8,296
11.0%
55.40322581
3,197
4.2%
57.5
3,178
4.2%
57.75806452
2,121
2.8%
57.09677419
1,746
2.3%
55.76785714
1,558
2.1%
60.05357143
1,401
1.8%
59.18333333
1,370
1.8%
54.06451613
1,059
1.4%
69.58064516
1,041
1.4%
63.35483871
1,036
1.4%
68.66129032
894
1.2%
SMALLEST VALUES
44.69354839
2
<0.1%
45.69354839
1
<0.1%
47.0
1
<0.1%
47.66129032
22
<0.1%
48.29032258
1
<0.1%
48.53225806
2
<0.1%
48.85483871
1
<0.1%
50.19354839
7
<0.1%
50.40322581
1
<0.1%
50.56451613
1
<0.1%
50.77419355
2
<0.1%
50.79032258
2
<0.1%
50.81666667
1
<0.1%
51.01612903
18
<0.1%
51.08064516
844
1.1%
LARGEST VALUES
80.74193548
1
<0.1%
78.53225806
6
<0.1%
76.93548387
2
<0.1%
73.30645161
43
<0.1%
72.91935484
8
<0.1%
72.79032258
1
<0.1%
72.01612903
6
<0.1%
71.82258065
11
<0.1%
71.29032258
3
<0.1%
71.14516129
19
<0.1%
70.70967742
1
<0.1%
69.77419355
9
<0.1%
69.58064516
1,041
1.4%
69.15
1
<0.1%
69.09677419
9
<0.1%
october_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
may_max_temp
0.65
october_avg_temp
0.63
days_above_90F
0.54
september_max_temp
0.49
january_max_temp
0.47
avg_temp
0.46
november_max_temp
0.44
days_above_80F
0.43
july_max_temp
0.39
id
-0.39
february_max_temp
0.36
march_min_temp
0.36
precipitation_inches
-0.36
june_avg_temp
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.72
facility_type
0.48
Year_Factor
0.46
direction_max_wind_speed
0.19
direction_peak_wind_speed
0.18
building_class
0.17
days_above_110F
0.07
MOST FREQUENT VALUES
78
20,793
27.4%
85
14,588
19.3%
86
10,559
13.9%
77
9,492
12.5%
68
3,197
4.2%
74
3,186
4.2%
84
3,066
4.0%
83
2,986
3.9%
80
2,353
3.1%
81
1,374
1.8%
96
1,063
1.4%
95
938
1.2%
100
610
0.8%
88
574
0.8%
82
307
0.4%
SMALLEST VALUES
59
22
<0.1%
60
2
<0.1%
68
3,197
4.2%
72
1
<0.1%
73
2
<0.1%
74
3,186
4.2%
75
28
<0.1%
76
9
<0.1%
77
9,492
12.5%
78
20,793
27.4%
79
125
0.2%
80
2,353
3.1%
81
1,374
1.8%
82
307
0.4%
83
2,986
3.9%
LARGEST VALUES
108
5
<0.1%
105
2
<0.1%
103
58
<0.1%
102
4
<0.1%
101
19
<0.1%
100
610
0.8%
99
14
<0.1%
98
25
<0.1%
97
27
<0.1%
96
1,063
1.4%
95
938
1.2%
94
32
<0.1%
93
157
0.2%
92
34
<0.1%
91
12
<0.1%
november_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
heating_degree_days
-0.75
november_avg_temp
0.75
avg_temp
0.74
days_below_30F
-0.73
january_min_temp
0.68
april_avg_temp
0.68
march_avg_temp
0.64
march_min_temp
0.63
january_avg_temp
0.62
days_below_20F
-0.58
days_below_10F
-0.56
february_avg_temp
0.55
days_below_0F
-0.46
september_min_temp
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.68
Year_Factor
0.55
facility_type
0.28
direction_max_wind_speed
0.16
direction_peak_wind_speed
0.11
days_above_110F
0.02
building_class
0.02
MOST FREQUENT VALUES
34
13,103
17.3%
32
10,163
13.4%
22
9,966
13.2%
31
9,093
12.0%
23
8,299
11.0%
27
3,510
4.6%
20
3,489
4.6%
40
3,232
4.3%
29
2,617
3.5%
36
2,029
2.7%
12
1,905
2.5%
19
1,662
2.2%
26
1,420
1.9%
44
1,044
1.4%
46
927
1.2%
SMALLEST VALUES
4
7
<0.1%
6
50
<0.1%
7
191
0.3%
8
195
0.3%
9
187
0.2%
10
1
<0.1%
12
1,905
2.5%
14
2
<0.1%
15
1
<0.1%
16
118
0.2%
17
821
1.1%
18
3
<0.1%
19
1,662
2.2%
20
3,489
4.6%
21
251
0.3%
LARGEST VALUES
52
20
<0.1%
51
39
<0.1%
50
11
<0.1%
47
61
<0.1%
46
927
1.2%
45
2
<0.1%
44
1,044
1.4%
43
363
0.5%
42
145
0.2%
41
20
<0.1%
40
3,232
4.3%
39
22
<0.1%
38
32
<0.1%
37
63
<0.1%
36
2,029
2.7%
november_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
november_min_temp
0.75
november_max_temp
0.62
avg_temp
0.62
april_avg_temp
0.62
december_avg_temp
0.60
heating_degree_days
-0.60
max_wind_speed
0.46
september_min_temp
0.46
january_min_temp
0.45
precipitation_inches
-0.42
december_min_temp
0.37
january_avg_temp
0.37
september_avg_temp
0.36
october_avg_temp
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.60
Year_Factor
0.54
direction_max_wind_speed
0.36
direction_peak_wind_speed
0.33
facility_type
0.30
building_class
0.13
days_above_110F
0.06
MOST FREQUENT VALUES
49.76666667
13,015
17.2%
52.78333333
10,144
13.4%
45.3
9,267
12.2%
43.86666667
8,362
11.0%
45.25
8,296
11.0%
51.28333333
3,197
4.2%
44.46666667
3,178
4.2%
47.11666667
2,121
2.8%
51.88333333
1,746
2.3%
51.33928571
1,558
2.1%
47.87931034
1,401
1.8%
43.35714286
1,370
1.8%
44.31666667
1,368
1.8%
44.73333333
1,059
1.4%
58.28333333
1,043
1.4%
SMALLEST VALUES
30.76666667
7
<0.1%
31.71666667
18
<0.1%
32.4
1
<0.1%
32.81666667
15
<0.1%
33.58333333
191
0.3%
36.05172414
1
<0.1%
37.16666667
1
<0.1%
38.56666667
2
<0.1%
38.76666667
1
<0.1%
38.91666667
13
<0.1%
39.10344828
1
<0.1%
40.73333333
1
<0.1%
40.8
116
0.2%
40.98333333
1
<0.1%
41.13333333
1
<0.1%
LARGEST VALUES
67.41666667
19
<0.1%
66.05
1
<0.1%
66.03333333
2
<0.1%
65.91666667
43
<0.1%
65.63333333
11
<0.1%
65.46666667
23
<0.1%
64.93333333
1
<0.1%
64.35
6
<0.1%
64.25
8
<0.1%
64.18333333
33
<0.1%
63.85
16
<0.1%
63.23333333
1
<0.1%
63.21666667
4
<0.1%
63.01666667
9
<0.1%
62.46
1
<0.1%
november_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
november_avg_temp
0.62
september_avg_temp
0.58
may_max_temp
0.56
days_above_80F
0.55
september_max_temp
0.52
max_wind_speed
0.52
days_above_90F
0.46
october_max_temp
0.44
august_max_temp
0.40
days_below_20F
0.37
december_max_temp
0.35
may_avg_temp
0.34
days_with_fog
0.33
days_below_30F
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.68
facility_type
0.42
Year_Factor
0.42
direction_peak_wind_speed
0.32
direction_max_wind_speed
0.31
building_class
0.18
days_above_110F
0.08
MOST FREQUENT VALUES
72
15,470
20.4%
74
10,152
13.4%
70
10,043
13.3%
69
9,276
12.2%
66
8,373
11.1%
71
5,586
7.4%
76
4,893
6.5%
59
3,178
4.2%
75
2,823
3.7%
81
1,581
2.1%
80
1,447
1.9%
73
1,176
1.6%
79
721
1.0%
77
448
0.6%
62
236
0.3%
SMALLEST VALUES
53
13
<0.1%
59
3,178
4.2%
60
2
<0.1%
61
8
<0.1%
62
236
0.3%
64
17
<0.1%
65
2
<0.1%
66
8,373
11.1%
67
2
<0.1%
68
3
<0.1%
69
9,276
12.2%
70
10,043
13.3%
71
5,586
7.4%
72
15,470
20.4%
73
1,176
1.6%
LARGEST VALUES
96
1
<0.1%
95
3
<0.1%
94
36
<0.1%
93
44
<0.1%
92
9
<0.1%
91
40
<0.1%
90
15
<0.1%
89
21
<0.1%
88
1
<0.1%
87
12
<0.1%
86
5
<0.1%
85
22
<0.1%
84
30
<0.1%
83
26
<0.1%
82
20
<0.1%
december_min_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
december_avg_temp
0.91
may_min_temp
0.73
april_min_temp
0.68
april_avg_temp
0.57
heating_degree_days
-0.51
may_avg_temp
0.50
days_below_0F
-0.48
max_wind_speed
0.48
avg_temp
0.47
january_min_temp
0.45
december_max_temp
0.45
november_min_temp
0.45
days_below_30F
-0.43
may_max_temp
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.70
Year_Factor
0.65
direction_max_wind_speed
0.32
direction_peak_wind_speed
0.28
facility_type
0.25
building_class
0.06
days_above_110F
0.01
MOST FREQUENT VALUES
17
13,118
17.3%
24
12,787
16.9%
34
10,153
13.4%
28
10,056
13.3%
19
8,821
11.6%
29
3,206
4.2%
26
2,286
3.0%
-9
2,121
2.8%
12
1,980
2.6%
22
1,836
2.4%
36
1,432
1.9%
14
1,403
1.9%
23
1,396
1.8%
15
1,177
1.6%
41
903
1.2%
SMALLEST VALUES
-16
2
<0.1%
-10
491
0.6%
-9
2,121
2.8%
-4
1
<0.1%
1
7
<0.1%
2
21
<0.1%
3
1
<0.1%
4
207
0.3%
5
2
<0.1%
6
1
<0.1%
9
8
<0.1%
10
3
<0.1%
12
1,980
2.6%
13
186
0.2%
14
1,403
1.9%
LARGEST VALUES
44
58
<0.1%
43
20
<0.1%
41
903
1.2%
39
2
<0.1%
38
43
<0.1%
37
1
<0.1%
36
1,432
1.9%
35
127
0.2%
34
10,153
13.4%
33
45
<0.1%
32
9
<0.1%
31
26
<0.1%
30
27
<0.1%
29
3,206
4.2%
28
10,056
13.3%
december_avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
december_min_temp
0.91
max_wind_speed
0.69
may_avg_temp
0.61
november_avg_temp
0.60
april_avg_temp
0.60
may_min_temp
0.59
december_max_temp
0.59
april_min_temp
0.54
avg_temp
0.52
heating_degree_days
-0.51
september_min_temp
0.45
november_min_temp
0.44
january_min_temp
0.38
days_below_0F
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.69
State_Factor
0.63
direction_max_wind_speed
0.41
direction_peak_wind_speed
0.37
facility_type
0.25
building_class
0.04
days_above_110F
0.04
MOST FREQUENT VALUES
38.33870968
13,015
17.2%
50.77419355
10,144
13.4%
40.51612903
9,267
12.2%
41.46774194
8,362
11.0%
38.54838710000001
8,296
11.0%
38.53225806
3,197
4.2%
43.43548387
3,178
4.2%
24.62903226
2,121
2.8%
43.30645161
1,746
2.3%
48.85
1,558
2.1%
39.03333333
1,401
1.8%
40.35
1,370
1.8%
39.69354839
1,059
1.4%
48.58064516
1,041
1.4%
50.66129032
1,038
1.4%
SMALLEST VALUES
23.79032258
289
0.4%
24.62903226
2,121
2.8%
25.30645161
202
0.3%
25.64516129
2
<0.1%
29.12068966
1
<0.1%
29.62903226
1
<0.1%
30.17741935
1
<0.1%
30.20967742
7
<0.1%
30.33870968
22
<0.1%
30.5
2
<0.1%
30.91935484
2
<0.1%
31.32258065
18
<0.1%
31.87096774
1
<0.1%
31.98387097
191
0.3%
32.38709677
15
<0.1%
LARGEST VALUES
61.79032258
23
<0.1%
60.53225806
11
<0.1%
60.22580645
19
<0.1%
59.38709677
16
<0.1%
59.30645161
43
<0.1%
58.64516129
1
<0.1%
58.38709677
34
<0.1%
57.59677419
4
<0.1%
57.37096774
9
<0.1%
57.08064516
6
<0.1%
56.90322581
2
<0.1%
56.79032258
894
1.2%
56.67741935
9
<0.1%
56.59677419
2
<0.1%
56.58064516
8
<0.1%
december_max_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
max_wind_speed
0.69
september_max_temp
0.67
may_avg_temp
0.65
december_avg_temp
0.59
march_max_temp
-0.54
september_avg_temp
0.46
december_min_temp
0.45
march_avg_temp
-0.44
july_min_temp
0.43
february_max_temp
-0.42
february_avg_temp
-0.39
cooling_degree_days
0.39
june_min_temp
0.39
days_above_80F
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.75
State_Factor
0.67
facility_type
0.43
direction_max_wind_speed
0.37
direction_peak_wind_speed
0.35
building_class
0.05
days_above_110F
0.04
MOST FREQUENT VALUES
72
13,652
18.0%
60
13,017
17.2%
62
11,286
14.9%
65
9,989
13.2%
71
8,866
11.7%
68
4,348
5.7%
58
4,034
5.3%
51
3,487
4.6%
54
2,136
2.8%
69
1,722
2.3%
63
1,051
1.4%
64
699
0.9%
59
308
0.4%
61
284
0.4%
50
217
0.3%
SMALLEST VALUES
42
2
<0.1%
46
22
<0.1%
50
217
0.3%
51
3,487
4.6%
52
16
<0.1%
53
2
<0.1%
54
2,136
2.8%
55
209
0.3%
56
10
<0.1%
57
1
<0.1%
58
4,034
5.3%
59
308
0.4%
60
13,017
17.2%
61
284
0.4%
62
11,286
14.9%
LARGEST VALUES
86
1
<0.1%
85
101
0.1%
84
3
<0.1%
83
5
<0.1%
82
22
<0.1%
81
27
<0.1%
80
8
<0.1%
79
2
<0.1%
78
2
<0.1%
77
31
<0.1%
76
4
<0.1%
75
13
<0.1%
74
13
<0.1%
73
43
<0.1%
72
13,652
18.0%
cooling_degree_days
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
august_avg_temp
0.95
july_avg_temp
0.92
september_avg_temp
0.87
days_above_80F
0.84
june_avg_temp
0.84
july_min_temp
0.78
august_min_temp
0.76
february_min_temp
-0.66
may_avg_temp
0.65
september_max_temp
0.63
august_max_temp
0.63
september_min_temp
0.62
july_max_temp
0.60
snowfall_inches
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.82
facility_type
0.60
direction_max_wind_speed
0.28
direction_peak_wind_speed
0.25
building_class
0.20
Year_Factor
0.14
days_above_110F
0.11
MOST FREQUENT VALUES
1489
13,015
17.2%
1581
10,144
13.4%
1128
9,267
12.2%
1277
8,362
11.0%
1272
8,296
11.0%
260
3,197
4.2%
430
3,178
4.2%
1390
2,121
2.8%
1331
1,746
2.3%
1451
1,558
2.1%
1570
1,401
1.8%
1170
1,370
1.8%
769
1,059
1.4%
1319
1,047
1.4%
142
1,036
1.4%
SMALLEST VALUES
0
1
<0.1%
1
1
<0.1%
4
5
<0.1%
6
2
<0.1%
9
1
<0.1%
49
17
<0.1%
55
22
<0.1%
115
358
0.5%
134
9
<0.1%
142
1,036
1.4%
148
2
<0.1%
152
1
<0.1%
204
1
<0.1%
211
2
<0.1%
225
1
<0.1%
LARGEST VALUES
4948
1
<0.1%
4530
6
<0.1%
4453
2
<0.1%
3501
1
<0.1%
2983
3
<0.1%
2932
6
<0.1%
2644
4
<0.1%
2625
17
<0.1%
2579
3
<0.1%
2557
6
<0.1%
2413
2
<0.1%
2385
1
<0.1%
2348
8
<0.1%
2300
1
<0.1%
2292
2
<0.1%
heating_degree_days
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
january_avg_temp
-0.91
january_min_temp
-0.89
avg_temp
-0.89
april_avg_temp
-0.88
days_below_30F
0.83
february_avg_temp
-0.82
march_avg_temp
-0.81
march_min_temp
-0.80
november_min_temp
-0.75
days_below_20F
0.73
january_max_temp
-0.73
april_min_temp
-0.70
february_min_temp
-0.70
precipitation_inches
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.91
facility_type
0.44
Year_Factor
0.25
direction_max_wind_speed
0.18
direction_peak_wind_speed
0.16
building_class
0.14
days_above_110F
0.08
MOST FREQUENT VALUES
4252
13,015
17.2%
4460
10,144
13.4%
4875
9,267
12.2%
3978
8,362
11.0%
4670
8,296
11.0%
3772
3,197
4.2%
3742
3,178
4.2%
5436
2,121
2.8%
4335
1,746
2.3%
4337
1,558
2.1%
4138
1,401
1.8%
4760
1,370
1.8%
6226
1,059
1.4%
1823
1,041
1.4%
2005
1,036
1.4%
SMALLEST VALUES
398
1
<0.1%
459
11
<0.1%
507
43
<0.1%
556
6
<0.1%
616
19
<0.1%
690
1
<0.1%
738
8
<0.1%
748
33
<0.1%
828
2
<0.1%
1015
23
<0.1%
1023
16
<0.1%
1065
1
<0.1%
1100
9
<0.1%
1119
4
<0.1%
1125
9
<0.1%
LARGEST VALUES
7929
7
<0.1%
7580
18
<0.1%
7339
1
<0.1%
7157
15
<0.1%
7043
2
<0.1%
7027
191
0.3%
6933
1
<0.1%
6889
1
<0.1%
6607
1
<0.1%
6569
1
<0.1%
6418
1
<0.1%
6310
186
0.2%
6226
1,059
1.4%
6218
22
<0.1%
6213
95
0.1%
precipitation_inches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
heating_degree_days
0.66
march_avg_temp
-0.64
january_avg_temp
-0.62
avg_temp
-0.57
january_min_temp
-0.57
april_avg_temp
-0.57
snowfall_inches
0.56
january_max_temp
-0.51
march_min_temp
-0.50
february_avg_temp
-0.47
april_max_temp
-0.45
days_below_30F
0.44
november_avg_temp
-0.42
days_with_fog
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.76
Year_Factor
0.50
facility_type
0.37
direction_max_wind_speed
0.33
direction_peak_wind_speed
0.32
building_class
0.17
days_above_110F
0.09
MOST FREQUENT VALUES
42.17
13,015
17.2%
40.97
10,144
13.4%
53.79
9,267
12.2%
38.51
8,362
11.0%
46.32
8,296
11.0%
45.03
3,199
4.2%
39.35
3,178
4.2%
42.89
2,121
2.8%
72.81
1,746
2.3%
43.61
1,558
2.1%
37.12
1,401
1.8%
53.09
1,370
1.8%
41.75
1,059
1.4%
7.95
1,041
1.4%
21.39
1,036
1.4%
SMALLEST VALUES
0.0
2
<0.1%
1.33
1
<0.1%
1.58
2
<0.1%
1.69
2
<0.1%
1.86
3
<0.1%
1.91
2
<0.1%
1.99
13
<0.1%
2.03
6
<0.1%
2.33
1
<0.1%
2.56
10
<0.1%
2.81
1
<0.1%
2.86
2
<0.1%
2.97
1
<0.1%
2.99
2
<0.1%
3.01
17
<0.1%
LARGEST VALUES
107.69
2
<0.1%
106.32
22
<0.1%
97.12
13
<0.1%
77.19
1
<0.1%
72.81
1,746
2.3%
63.43
1
<0.1%
59.32
1
<0.1%
58.35
7
<0.1%
53.79
9,267
12.2%
53.09
1,370
1.8%
53.08
515
0.7%
52.09
1
<0.1%
50.77
1
<0.1%
50.2
116
0.2%
49.83
1
<0.1%
snowfall_inches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snowdepth_inches
0.84
january_avg_temp
-0.80
february_avg_temp
-0.79
february_min_temp
-0.77
january_min_temp
-0.75
march_avg_temp
-0.75
march_min_temp
-0.71
april_max_temp
-0.70
february_max_temp
-0.67
days_below_20F
0.67
days_below_30F
0.66
heating_degree_days
0.63
september_avg_temp
0.62
july_min_temp
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.72
Year_Factor
0.54
facility_type
0.48
direction_max_wind_speed
0.37
direction_peak_wind_speed
0.34
building_class
0.18
days_above_110F
0.05
MOST FREQUENT VALUES
36.0
13,015
17.2%
49.1
10,144
13.4%
50.0
9,267
12.2%
0.0
8,726
11.5%
9.6
8,363
11.0%
29.6
8,296
11.0%
1.4
3,197
4.2%
27.3
2,121
2.8%
44.7
1,746
2.3%
14.8
1,558
2.1%
30.0
1,401
1.8%
31.6
1,370
1.8%
44.8
1,059
1.4%
13.9
853
1.1%
33.7
844
1.1%
SMALLEST VALUES
0.0
8,726
11.5%
0.4
1
<0.1%
0.5
1
<0.1%
1.0
14
<0.1%
1.3
3
<0.1%
1.4
3,197
4.2%
2.0
9
<0.1%
3.0
1
<0.1%
3.5
10
<0.1%
4.0
4
<0.1%
4.4
3
<0.1%
5.9
515
0.7%
6.0
1
<0.1%
6.9
13
<0.1%
9.6
8,363
11.0%
LARGEST VALUES
127.3
1
<0.1%
84.8
1
<0.1%
69.8
191
0.3%
63.5
1
<0.1%
62.9
1
<0.1%
59.3
1
<0.1%
58.9
8
<0.1%
56.4
18
<0.1%
54.9
1
<0.1%
54.6
1
<0.1%
54.3
1
<0.1%
52.8
1
<0.1%
51.4
1
<0.1%
50.9
116
0.2%
50.5
1
<0.1%
snowdepth_inches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snowfall_inches
0.84
february_max_temp
-0.73
february_avg_temp
-0.72
march_min_temp
-0.70
march_avg_temp
-0.70
days_below_20F
0.69
january_avg_temp
-0.64
april_max_temp
-0.63
january_min_temp
-0.55
days_below_30F
0.54
february_min_temp
-0.54
september_avg_temp
0.52
may_avg_temp
0.51
days_below_10F
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Year_Factor
0.70
State_Factor
0.49
direction_max_wind_speed
0.48
direction_peak_wind_speed
0.45
facility_type
0.29
building_class
0.13
days_above_110F
0.03
MOST FREQUENT VALUES
101
13,015
17.2%
463
10,144
13.4%
377
9,269
12.2%
0
8,740
11.5%
10
8,363
11.0%
64
8,296
11.0%
1
3,214
4.2%
154
2,121
2.8%
418
1,746
2.3%
12
1,559
2.1%
62
1,401
1.8%
39
1,370
1.8%
426
1,059
1.4%
119
983
1.3%
18
858
1.1%
SMALLEST VALUES
0
8,740
11.5%
1
3,214
4.2%
2
10
<0.1%
6
515
0.7%
7
15
<0.1%
10
8,363
11.0%
11
4
<0.1%
12
1,559
2.1%
13
1
<0.1%
14
8
<0.1%
18
858
1.1%
25
821
1.1%
29
2
<0.1%
39
1,370
1.8%
42
4
<0.1%
LARGEST VALUES
1292
1
<0.1%
1023
1
<0.1%
807
1
<0.1%
606
1
<0.1%
548
1
<0.1%
530
1
<0.1%
463
10,144
13.4%
447
7
<0.1%
438
22
<0.1%
427
4
<0.1%
426
1,059
1.4%
418
1,746
2.3%
397
191
0.3%
377
9,269
12.2%
337
4
<0.1%
avg_temp
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
heating_degree_days
-0.89
april_avg_temp
0.84
november_min_temp
0.74
october_avg_temp
0.70
march_avg_temp
0.70
january_max_temp
0.69
january_avg_temp
0.68
days_below_30F
-0.68
january_min_temp
0.64
march_min_temp
0.64
days_below_10F
-0.63
november_avg_temp
0.62
days_below_20F
-0.60
february_avg_temp
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.80
facility_type
0.37
Year_Factor
0.30
direction_max_wind_speed
0.15
days_above_110F
0.13
direction_peak_wind_speed
0.09
building_class
0.04
MOST FREQUENT VALUES
57.21584699
13,015
17.2%
56.83561644
10,144
13.4%
54.50136986
9,267
12.2%
57.36612022
8,362
11.0%
55.44931507
8,296
11.0%
55.14754098
3,197
4.2%
55.69315068
3,178
4.2%
53.56267409
2,121
2.8%
56.51917808
1,746
2.3%
56.42795389
1,558
2.1%
57.44318182
1,401
1.8%
54.65168539
1,370
1.8%
49.8
1,059
1.4%
63.39863014
1,041
1.4%
59.6489071
1,036
1.4%
SMALLEST VALUES
44.51232877
7
<0.1%
44.7369186
1
<0.1%
45.59530387
18
<0.1%
46.38219178
2
<0.1%
46.61157025
1
<0.1%
46.66712329
1
<0.1%
46.74022346
15
<0.1%
47.67671233
191
0.3%
47.82231405
1
<0.1%
47.86986301
1
<0.1%
47.91120219
22
<0.1%
48.10684932
1
<0.1%
48.70684932
1
<0.1%
49.00835655
1
<0.1%
49.12739726
2
<0.1%
LARGEST VALUES
77.24520548
1
<0.1%
75.62602740000001
6
<0.1%
74.68493151
2
<0.1%
70.71780822
1
<0.1%
69.48493151
3
<0.1%
69.17397259999998
8
<0.1%
69.15753425
43
<0.1%
69.06027397
6
<0.1%
68.44917582
1
<0.1%
67.90547945
33
<0.1%
67.59315068
11
<0.1%
67.07260274
19
<0.1%
67.05874317
3
<0.1%
66.92054795
17
<0.1%
66.75546448
4
<0.1%
days_below_30F
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_below_20F
0.90
january_avg_temp
-0.89
january_min_temp
-0.86
february_avg_temp
-0.85
march_min_temp
-0.84
heating_degree_days
0.83
march_avg_temp
-0.81
days_below_10F
0.76
november_min_temp
-0.73
february_min_temp
-0.72
april_min_temp
-0.71
october_min_temp
-0.68
avg_temp
-0.68
snowfall_inches
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.86
Year_Factor
0.45
facility_type
0.43
direction_max_wind_speed
0.24
direction_peak_wind_speed
0.22
days_above_110F
0.03
building_class
0.02
MOST FREQUENT VALUES
40
13,015
17.2%
63
10,152
13.4%
66
9,782
12.9%
22
8,363
11.0%
50
8,296
11.0%
6
3,211
4.2%
8
3,186
4.2%
0
2,678
3.5%
92
2,121
2.8%
54
1,747
2.3%
74
1,558
2.1%
69
1,401
1.8%
88
1,370
1.8%
96
1,059
1.4%
4
1,044
1.4%
SMALLEST VALUES
0
2,678
3.5%
1
7
<0.1%
2
25
<0.1%
3
625
0.8%
4
1,044
1.4%
5
24
<0.1%
6
3,211
4.2%
7
18
<0.1%
8
3,186
4.2%
9
2
<0.1%
10
9
<0.1%
11
13
<0.1%
12
33
<0.1%
13
27
<0.1%
14
6
<0.1%
LARGEST VALUES
170
2
<0.1%
160
1
<0.1%
155
1
<0.1%
147
1
<0.1%
143
1
<0.1%
137
7
<0.1%
130
18
<0.1%
125
1
<0.1%
124
844
1.1%
122
1
<0.1%
121
1
<0.1%
119
207
0.3%
116
1
<0.1%
114
1
<0.1%
112
2
<0.1%
days_below_20F
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_below_10F
0.90
days_below_30F
0.90
february_avg_temp
-0.89
march_min_temp
-0.89
january_avg_temp
-0.84
january_min_temp
-0.78
march_avg_temp
-0.76
heating_degree_days
0.73
february_min_temp
-0.71
january_max_temp
-0.69
snowdepth_inches
0.69
snowfall_inches
0.67
february_max_temp
-0.65
max_wind_speed
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.76
Year_Factor
0.56
direction_peak_wind_speed
0.35
direction_max_wind_speed
0.35
facility_type
0.35
days_above_110F
0.03
building_class
0.01
MOST FREQUENT VALUES
11
23,065
30.4%
24
11,490
15.2%
0
11,228
14.8%
34
10,146
13.4%
5
8,367
11.0%
29
2,411
3.2%
26
2,369
3.1%
42
2,121
2.8%
53
1,175
1.6%
59
1,030
1.4%
2
748
1.0%
8
516
0.7%
52
289
0.4%
39
203
0.3%
77
191
0.3%
SMALLEST VALUES
0
11,228
14.8%
1
32
<0.1%
2
748
1.0%
3
9
<0.1%
4
6
<0.1%
5
8,367
11.0%
8
516
0.7%
9
13
<0.1%
11
23,065
30.4%
12
5
<0.1%
13
3
<0.1%
17
8
<0.1%
22
1
<0.1%
24
11,490
15.2%
26
2,369
3.1%
LARGEST VALUES
93
7
<0.1%
91
18
<0.1%
88
1
<0.1%
85
2
<0.1%
78
15
<0.1%
77
191
0.3%
67
2
<0.1%
59
1,030
1.4%
56
95
0.1%
55
1
<0.1%
53
1,175
1.6%
52
289
0.4%
50
117
0.2%
49
2
<0.1%
46
1
<0.1%
days_below_10F
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_below_20F
0.90
march_min_temp
-0.81
days_below_0F
0.79
days_below_30F
0.76
february_avg_temp
-0.72
january_max_temp
-0.72
january_avg_temp
-0.69
january_min_temp
-0.65
heating_degree_days
0.64
avg_temp
-0.63
march_avg_temp
-0.60
february_min_temp
-0.57
november_min_temp
-0.56
ELEVATION
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.77
Year_Factor
0.54
facility_type
0.27
direction_peak_wind_speed
0.27
direction_max_wind_speed
0.26
building_class
0.09
days_above_110F
0.02
MOST FREQUENT VALUES
0
30,625
40.4%
2
13,023
17.2%
9
10,146
13.4%
7
9,267
12.2%
19
2,323
3.1%
4
1,820
2.4%
1
1,755
2.3%
14
1,558
2.1%
12
1,370
1.8%
31
1,059
1.4%
6
854
1.1%
30
844
1.1%
22
289
0.4%
36
195
0.3%
39
191
0.3%
SMALLEST VALUES
0
30,625
40.4%
1
1,755
2.3%
2
13,023
17.2%
3
1
<0.1%
4
1,820
2.4%
6
854
1.1%
7
9,267
12.2%
9
10,146
13.4%
10
1
<0.1%
11
3
<0.1%
12
1,370
1.8%
14
1,558
2.1%
16
116
0.2%
17
1
<0.1%
18
20
<0.1%
LARGEST VALUES
59
7
<0.1%
49
18
<0.1%
46
1
<0.1%
45
15
<0.1%
39
191
0.3%
36
195
0.3%
35
186
0.2%
33
17
<0.1%
31
1,059
1.4%
30
844
1.1%
29
3
<0.1%
23
1
<0.1%
22
289
0.4%
20
48
<0.1%
19
2,323
3.1%
days_below_0F
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_below_10F
0.79
ELEVATION
0.62
days_below_20F
0.58
avg_temp
-0.57
january_max_temp
-0.55
june_min_temp
-0.53
heating_degree_days
0.50
may_min_temp
-0.50
april_avg_temp
-0.49
december_min_temp
-0.48
november_min_temp
-0.46
days_below_30F
0.45
january_min_temp
-0.45
march_min_temp
-0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.84
facility_type
0.29
Year_Factor
0.24
direction_max_wind_speed
0.20
direction_peak_wind_speed
0.19
building_class
0.15
days_above_110F
0.01
MOST FREQUENT VALUES
0
57,405
75.8%
1
13,131
17.3%
6
2,122
2.8%
15
1,076
1.4%
8
844
1.1%
12
290
0.4%
7
250
0.3%
19
191
0.3%
21
186
0.2%
17
99
0.1%
20
95
0.1%
31
25
<0.1%
4
20
<0.1%
25
15
<0.1%
2
2
<0.1%
SMALLEST VALUES
0
57,405
75.8%
1
13,131
17.3%
2
2
<0.1%
3
2
<0.1%
4
20
<0.1%
5
1
<0.1%
6
2,122
2.8%
7
250
0.3%
8
844
1.1%
12
290
0.4%
15
1,076
1.4%
17
99
0.1%
19
191
0.3%
20
95
0.1%
21
186
0.2%
LARGEST VALUES
31
25
<0.1%
29
1
<0.1%
25
15
<0.1%
22
2
<0.1%
21
186
0.2%
20
95
0.1%
19
191
0.3%
17
99
0.1%
15
1,076
1.4%
12
290
0.4%
8
844
1.1%
7
250
0.3%
6
2,122
2.8%
5
1
<0.1%
4
20
<0.1%
days_above_80F
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cooling_degree_days
0.84
september_avg_temp
0.84
august_max_temp
0.80
august_avg_temp
0.79
june_avg_temp
0.74
september_max_temp
0.74
days_above_90F
0.68
july_avg_temp
0.68
february_min_temp
-0.63
may_avg_temp
0.57
april_min_temp
-0.56
november_max_temp
0.55
july_max_temp
0.54
may_max_temp
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.65
facility_type
0.49
Year_Factor
0.28
direction_max_wind_speed
0.23
direction_peak_wind_speed
0.22
days_above_110F
0.12
building_class
0.02
MOST FREQUENT VALUES
75
17,566
23.2%
96
13,015
17.2%
106
10,144
13.4%
72
9,063
12.0%
113
4,281
5.7%
25
3,197
4.2%
40
3,178
4.2%
93
2,084
2.8%
84
1,746
2.3%
109
1,401
1.8%
64
1,059
1.4%
136
1,041
1.4%
16
1,038
1.4%
27
896
1.2%
101
853
1.1%
SMALLEST VALUES
0
8
<0.1%
1
1
<0.1%
5
17
<0.1%
6
22
<0.1%
11
9
<0.1%
12
1
<0.1%
14
359
0.5%
16
1,038
1.4%
21
16
<0.1%
22
2
<0.1%
25
3,197
4.2%
27
896
1.2%
29
1
<0.1%
30
4
<0.1%
34
10
<0.1%
LARGEST VALUES
260
7
<0.1%
246
2
<0.1%
229
1
<0.1%
207
8
<0.1%
196
3
<0.1%
195
1
<0.1%
189
3
<0.1%
186
6
<0.1%
185
3
<0.1%
183
43
<0.1%
182
2
<0.1%
181
20
<0.1%
179
14
<0.1%
178
14
<0.1%
176
8
<0.1%
days_above_90F
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
august_max_temp
0.70
days_above_80F
0.68
june_max_temp
0.67
may_max_temp
0.66
days_above_100F
0.60
july_max_temp
0.59
october_max_temp
0.54
april_max_temp
0.52
cooling_degree_days
0.49
september_max_temp
0.47
june_avg_temp
0.46
november_max_temp
0.46
august_avg_temp
0.45
september_avg_temp
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.51
facility_type
0.39
Year_Factor
0.35
days_above_110F
0.27
direction_max_wind_speed
0.14
direction_peak_wind_speed
0.13
building_class
0.13
MOST FREQUENT VALUES
17
22,747
30.0%
12
10,144
13.4%
4
9,569
12.6%
11
8,326
11.0%
2
4,228
5.6%
3
3,330
4.4%
16
2,872
3.8%
40
2,121
2.8%
6
2,027
2.7%
22
1,558
2.1%
38
1,401
1.8%
20
1,216
1.6%
8
1,086
1.4%
52
1,045
1.4%
21
854
1.1%
SMALLEST VALUES
0
471
0.6%
1
205
0.3%
2
4,228
5.6%
3
3,330
4.4%
4
9,569
12.6%
5
231
0.3%
6
2,027
2.7%
7
129
0.2%
8
1,086
1.4%
9
28
<0.1%
10
819
1.1%
11
8,326
11.0%
12
10,144
13.4%
14
4
<0.1%
15
56
<0.1%
LARGEST VALUES
185
1
<0.1%
182
2
<0.1%
179
6
<0.1%
156
1
<0.1%
137
6
<0.1%
134
3
<0.1%
130
8
<0.1%
129
2
<0.1%
126
4
<0.1%
125
3
<0.1%
124
1
<0.1%
123
1
<0.1%
122
3
<0.1%
118
3
<0.1%
117
20
<0.1%
days_above_100F
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_above_90F
0.60
june_max_temp
0.47
avg_temp
0.41
october_avg_temp
0.40
april_avg_temp
0.40
precipitation_inches
-0.34
heating_degree_days
-0.34
august_max_temp
0.33
january_max_temp
0.32
days_above_80F
0.30
october_max_temp
0.29
july_max_temp
0.27
march_avg_temp
0.27
april_max_temp
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
days_above_110F
0.67
facility_type
0.44
State_Factor
0.40
building_class
0.13
direction_max_wind_speed
0.12
Year_Factor
0.10
direction_peak_wind_speed
0.09
MOST FREQUENT VALUES
0
71,692
94.6%
1
2,381
3.1%
10
1,049
1.4%
5
306
0.4%
7
49
<0.1%
13
43
<0.1%
12
21
<0.1%
2
21
<0.1%
11
20
<0.1%
16
19
<0.1%
42
17
<0.1%
31
17
<0.1%
15
12
<0.1%
34
11
<0.1%
14
11
<0.1%
SMALLEST VALUES
0
71,692
94.6%
1
2,381
3.1%
2
21
<0.1%
3
6
<0.1%
5
306
0.4%
7
49
<0.1%
8
2
<0.1%
9
6
<0.1%
10
1,049
1.4%
11
20
<0.1%
12
21
<0.1%
13
43
<0.1%
14
11
<0.1%
15
12
<0.1%
16
19
<0.1%
LARGEST VALUES
119
2
<0.1%
117
1
<0.1%
115
6
<0.1%
95
1
<0.1%
48
1
<0.1%
45
6
<0.1%
43
4
<0.1%
42
17
<0.1%
39
1
<0.1%
37
2
<0.1%
36
3
<0.1%
34
11
<0.1%
32
7
<0.1%
31
17
<0.1%
30
6
<0.1%
days_above_110F
MISSING:
---
TOP CATEGORIES
0
75,696
>99%
1
40
<1%
10
6
<1%
2
5
<1%
3
5
<1%
16
2
<1%
8
1
<1%
5
1
<1%
15
1
<1%
ALL
75,757
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
days_above_110F
PROVIDES INFORMATION ON...
facility_type
0.00
State_Factor
0.00
building_class
0.00
Year_Factor
0.00
direction_max_wind_speed
0.00
direction_peak_wind_speed
0.00

THESE FEATURES
GIVE INFORMATION
ON days_above_110F:
facility_type
0.50
State_Factor
0.28
Year_Factor
0.16
building_class
0.09
direction_max_wind_speed
0.07
direction_peak_wind_speed
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
days_above_110F
CORRELATION RATIO WITH...
days_above_100F
0.67
days_above_90F
0.27
year_built
0.18
june_max_temp
0.14
avg_temp
0.13
april_avg_temp
0.13
may_max_temp
0.12
ELEVATION
0.12
days_above_80F
0.12
july_max_temp
0.11
cooling_degree_days
0.11
august_max_temp
0.10
october_avg_temp
0.10
precipitation_inches
0.09
direction_max_wind_speed
MISSING:
41,082
(54%)
TOP CATEGORIES
1.0
27,724
80%
330.0
3,011
9%
310.0
2,439
7%
360.0
925
3%
350.0
485
1%
320.0
49
<1%
280.0
22
<1%
270.0
12
<1%
300.0
7
<1%
340.0
1
<1%
ALL
34,675
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
direction_max_wind_speed
PROVIDES INFORMATION ON...
direction_peak_wind_speed
0.96
Year_Factor
0.19
State_Factor
0.14
days_above_110F
0.07
building_class
0.04
facility_type
0.03

THESE FEATURES
GIVE INFORMATION
ON direction_max_wind_speed:
direction_peak_wind_speed
0.94
Year_Factor
0.30
State_Factor
0.15
facility_type
0.06
building_class
0.02
days_above_110F
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
direction_max_wind_speed
CORRELATION RATIO WITH...
max_wind_speed
0.99
february_max_temp
0.52
snowdepth_inches
0.48
days_with_fog
0.45
may_min_temp
0.44
may_avg_temp
0.44
august_min_temp
0.42
december_avg_temp
0.41
september_min_temp
0.40
february_avg_temp
0.39
march_max_temp
0.38
december_max_temp
0.37
snowfall_inches
0.37
june_min_temp
0.37
direction_peak_wind_speed
MISSING:
41,811
(55%)
TOP CATEGORIES
1.0
27,699
82%
340.0
2,931
9%
360.0
1,446
4%
310.0
1,260
4%
320.0
491
1%
330.0
104
<1%
270.0
12
<1%
350.0
3
<1%
ALL
33,946
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
direction_peak_wind_speed
PROVIDES INFORMATION ON...
direction_max_wind_speed
0.94
Year_Factor
0.19
State_Factor
0.12
days_above_110F
0.06
facility_type
0.03
building_class
0.03

THESE FEATURES
GIVE INFORMATION
ON direction_peak_wind_speed:
direction_max_wind_speed
0.96
Year_Factor
0.31
State_Factor
0.14
facility_type
0.05
building_class
0.02
days_above_110F
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
direction_peak_wind_speed
CORRELATION RATIO WITH...
max_wind_speed
0.92
february_max_temp
0.49
snowdepth_inches
0.45
days_with_fog
0.43
may_avg_temp
0.39
december_avg_temp
0.37
may_min_temp
0.37
june_min_temp
0.37
february_avg_temp
0.37
august_min_temp
0.36
march_max_temp
0.36
days_below_20F
0.35
december_max_temp
0.35
snowfall_inches
0.34
max_wind_speed
MISSING:
41,082
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
february_max_temp
-0.79
february_avg_temp
-0.69
december_avg_temp
0.69
december_max_temp
0.69
days_below_20F
0.65
may_avg_temp
0.61
september_max_temp
0.59
march_max_temp
-0.55
days_below_10F
0.52
november_max_temp
0.52
september_avg_temp
0.52
days_above_80F
0.49
december_min_temp
0.48
october_min_temp
-0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
direction_max_wind_speed
0.99
direction_peak_wind_speed
0.92
Year_Factor
0.42
State_Factor
0.21
facility_type
0.16
building_class
0.10
days_above_110F
0.01
MOST FREQUENT VALUES
1.0
27,724
80.0%
18.3
3,096
8.9%
13.0
1,260
3.6%
17.0
934
2.7%
19.2
695
2.0%
13.4
489
1.4%
17.4
317
0.9%
20.6
81
0.2%
23.3
48
0.1%
12.5
12
<0.1%
15.7
4
<0.1%
21.5
4
<0.1%
10.7
4
<0.1%
19.7
3
<0.1%
17.9
3
<0.1%
SMALLEST VALUES
1.0
27,724
80.0%
10.7
4
<0.1%
12.5
12
<0.1%
13.0
1,260
3.6%
13.4
489
1.4%
15.7
4
<0.1%
16.5
1
<0.1%
17.0
934
2.7%
17.4
317
0.9%
17.9
3
<0.1%
18.3
3,096
8.9%
19.2
695
2.0%
19.7
3
<0.1%
20.6
81
0.2%
21.5
4
<0.1%
LARGEST VALUES
23.3
48
0.1%
21.5
4
<0.1%
20.6
81
0.2%
19.7
3
<0.1%
19.2
695
2.0%
18.3
3,096
8.9%
17.9
3
<0.1%
17.4
317
0.9%
17.0
934
2.7%
16.5
1
<0.1%
15.7
4
<0.1%
13.4
489
1.4%
13.0
1,260
3.6%
12.5
12
<0.1%
10.7
4
<0.1%
days_with_fog
MISSING:
45,796
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
june_min_temp
-0.57
july_max_temp
-0.56
ELEVATION
0.50
july_avg_temp
-0.45
days_below_10F
0.42
precipitation_inches
-0.42
days_below_0F
0.41
july_min_temp
-0.36
max_wind_speed
0.35
days_below_20F
0.34
november_max_temp
0.33
january_max_temp
-0.32
june_avg_temp
-0.32
april_min_temp
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
direction_max_wind_speed
0.45
direction_peak_wind_speed
0.43
Year_Factor
0.32
State_Factor
0.29
facility_type
0.18
building_class
0.09
days_above_110F
0.02
MOST FREQUENT VALUES
131.0
5,386
18.0%
99.0
4,287
14.3%
148.0
2,614
8.7%
56.0
2,216
7.4%
106.0
1,967
6.6%
79.0
1,854
6.2%
12.0
1,761
5.9%
110.0
1,529
5.1%
93.0
1,442
4.8%
104.0
1,097
3.7%
267.0
765
2.6%
111.0
691
2.3%
116.0
635
2.1%
261.0
620
2.1%
88.0
576
1.9%
SMALLEST VALUES
12.0
1,761
5.9%
31.0
60
0.2%
37.0
7
<0.1%
51.0
3
<0.1%
56.0
2,216
7.4%
58.0
35
0.1%
63.0
488
1.6%
65.0
482
1.6%
73.0
327
1.1%
79.0
1,854
6.2%
82.0
8
<0.1%
84.0
3
<0.1%
86.0
4
<0.1%
87.0
98
0.3%
88.0
576
1.9%
LARGEST VALUES
311.0
143
0.5%
289.0
27
<0.1%
267.0
765
2.6%
261.0
620
2.1%
184.0
2
<0.1%
178.0
5
<0.1%
176.0
316
1.1%
161.0
95
0.3%
156.0
2
<0.1%
148.0
2,614
8.7%
131.0
5,386
18.0%
126.0
3
<0.1%
125.0
48
0.2%
120.0
22
<0.1%
116.0
635
2.1%
site_eui
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
energy_star_rating
-0.51
january_min_temp
-0.18
january_avg_temp
-0.17
snowfall_inches
0.16
february_avg_temp
-0.15
heating_degree_days
0.15
february_min_temp
-0.15
days_below_30F
0.14
march_avg_temp
-0.14
march_min_temp
-0.13
july_avg_temp
0.13
cooling_degree_days
0.13
june_avg_temp
0.12
days_below_20F
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
facility_type
0.47
State_Factor
0.19
direction_peak_wind_speed
0.07
direction_max_wind_speed
0.07
Year_Factor
0.06
building_class
0.05
days_above_110F
0.02
MOST FREQUENT VALUES
79.78142077
36
<0.1%
65.81967213
36
<0.1%
69.21038251
35
<0.1%
75.0942623
35
<0.1%
88.55737705
33
<0.1%
68.61202186
32
<0.1%
76.09153005
32
<0.1%
82.57377049
32
<0.1%
72.10245902
32
<0.1%
81.57650273
32
<0.1%
64.82240437
31
<0.1%
66.41803279
31
<0.1%
61.93032787
31
<0.1%
68.0136612
30
<0.1%
65.91939891
30
<0.1%
SMALLEST VALUES
1.001169302
1
<0.1%
1.002997979
1
<0.1%
1.003280725
1
<0.1%
1.029295419
1
<0.1%
1.06106694
1
<0.1%
1.090174329
1
<0.1%
1.096994536
3
<0.1%
1.1
1
<0.1%
1.105773197
1
<0.1%
1.13871647
1
<0.1%
1.175836099
1
<0.1%
1.1760438009999998
1
<0.1%
1.190480755
1
<0.1%
1.194239424
1
<0.1%
1.196721312
2
<0.1%
LARGEST VALUES
997.8661202
1
<0.1%
993.4282595
1
<0.1%
989.8879781
1
<0.1%
975.4523213
1
<0.1%
970.3885864
1
<0.1%
962.2417932
1
<0.1%
950.3068201
1
<0.1%
948.7585642
1
<0.1%
945.6463129
1
<0.1%
944.8957064
1
<0.1%
935.3893151
1
<0.1%
933.4271756
1
<0.1%
916.9092402
1
<0.1%
916.3893443
1
<0.1%
916.3376191
1
<0.1%
id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
june_max_temp
-0.58
september_max_temp
-0.40
october_max_temp
-0.39
october_avg_temp
-0.38
days_above_90F
-0.35
december_max_temp
-0.35
april_max_temp
-0.34
february_max_temp
-0.32
april_min_temp
-0.31
april_avg_temp
-0.30
days_with_fog
0.30
november_max_temp
-0.28
precipitation_inches
0.24
july_max_temp
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
State_Factor
0.83
Year_Factor
0.54
facility_type
0.46
direction_max_wind_speed
0.15
building_class
0.14
direction_peak_wind_speed
0.14
days_above_110F
0.05
MOST FREQUENT VALUES
0
1
<0.1%
50493
1
<0.1%
50509
1
<0.1%
50508
1
<0.1%
50507
1
<0.1%
50506
1
<0.1%
50505
1
<0.1%
50504
1
<0.1%
50503
1
<0.1%
50502
1
<0.1%
50501
1
<0.1%
50500
1
<0.1%
50499
1
<0.1%
50498
1
<0.1%
50497
1
<0.1%
SMALLEST VALUES
0
1
<0.1%
1
1
<0.1%
2
1
<0.1%
3
1
<0.1%
4
1
<0.1%
5
1
<0.1%
6
1
<0.1%
7
1
<0.1%
8
1
<0.1%
9
1
<0.1%
10
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
LARGEST VALUES
75756
1
<0.1%
75755
1
<0.1%
75754
1
<0.1%
75753
1
<0.1%
75752
1
<0.1%
75751
1
<0.1%
75750
1
<0.1%
75749
1
<0.1%
75748
1
<0.1%
75747
1
<0.1%
75746
1
<0.1%
75745
1
<0.1%
75744
1
<0.1%
75743
1
<0.1%
75742
1
<0.1%